Overview

Dataset statistics

Number of variables122
Number of observations307511
Missing cells9152465
Missing cells (%)24.4%
Total size in memory286.2 MiB
Average record size in memory976.0 B

Variable types

Numeric106
Categorical16

Alerts

ORGANIZATION_TYPE has a high cardinality: 58 distinct values High cardinality
OWN_CAR_AGE has 202929 (66.0%) missing values Missing
OCCUPATION_TYPE has 96391 (31.3%) missing values Missing
EXT_SOURCE_1 has 173378 (56.4%) missing values Missing
EXT_SOURCE_3 has 60965 (19.8%) missing values Missing
APARTMENTS_AVG has 156061 (50.7%) missing values Missing
BASEMENTAREA_AVG has 179943 (58.5%) missing values Missing
YEARS_BEGINEXPLUATATION_AVG has 150007 (48.8%) missing values Missing
YEARS_BUILD_AVG has 204488 (66.5%) missing values Missing
COMMONAREA_AVG has 214865 (69.9%) missing values Missing
ELEVATORS_AVG has 163891 (53.3%) missing values Missing
ENTRANCES_AVG has 154828 (50.3%) missing values Missing
FLOORSMAX_AVG has 153020 (49.8%) missing values Missing
FLOORSMIN_AVG has 208642 (67.8%) missing values Missing
LANDAREA_AVG has 182590 (59.4%) missing values Missing
LIVINGAPARTMENTS_AVG has 210199 (68.4%) missing values Missing
LIVINGAREA_AVG has 154350 (50.2%) missing values Missing
NONLIVINGAPARTMENTS_AVG has 213514 (69.4%) missing values Missing
NONLIVINGAREA_AVG has 169682 (55.2%) missing values Missing
APARTMENTS_MODE has 156061 (50.7%) missing values Missing
BASEMENTAREA_MODE has 179943 (58.5%) missing values Missing
YEARS_BEGINEXPLUATATION_MODE has 150007 (48.8%) missing values Missing
YEARS_BUILD_MODE has 204488 (66.5%) missing values Missing
COMMONAREA_MODE has 214865 (69.9%) missing values Missing
ELEVATORS_MODE has 163891 (53.3%) missing values Missing
ENTRANCES_MODE has 154828 (50.3%) missing values Missing
FLOORSMAX_MODE has 153020 (49.8%) missing values Missing
FLOORSMIN_MODE has 208642 (67.8%) missing values Missing
LANDAREA_MODE has 182590 (59.4%) missing values Missing
LIVINGAPARTMENTS_MODE has 210199 (68.4%) missing values Missing
LIVINGAREA_MODE has 154350 (50.2%) missing values Missing
NONLIVINGAPARTMENTS_MODE has 213514 (69.4%) missing values Missing
NONLIVINGAREA_MODE has 169682 (55.2%) missing values Missing
APARTMENTS_MEDI has 156061 (50.7%) missing values Missing
BASEMENTAREA_MEDI has 179943 (58.5%) missing values Missing
YEARS_BEGINEXPLUATATION_MEDI has 150007 (48.8%) missing values Missing
YEARS_BUILD_MEDI has 204488 (66.5%) missing values Missing
COMMONAREA_MEDI has 214865 (69.9%) missing values Missing
ELEVATORS_MEDI has 163891 (53.3%) missing values Missing
ENTRANCES_MEDI has 154828 (50.3%) missing values Missing
FLOORSMAX_MEDI has 153020 (49.8%) missing values Missing
FLOORSMIN_MEDI has 208642 (67.8%) missing values Missing
LANDAREA_MEDI has 182590 (59.4%) missing values Missing
LIVINGAPARTMENTS_MEDI has 210199 (68.4%) missing values Missing
LIVINGAREA_MEDI has 154350 (50.2%) missing values Missing
NONLIVINGAPARTMENTS_MEDI has 213514 (69.4%) missing values Missing
NONLIVINGAREA_MEDI has 169682 (55.2%) missing values Missing
FONDKAPREMONT_MODE has 210295 (68.4%) missing values Missing
HOUSETYPE_MODE has 154297 (50.2%) missing values Missing
TOTALAREA_MODE has 148431 (48.3%) missing values Missing
WALLSMATERIAL_MODE has 156341 (50.8%) missing values Missing
EMERGENCYSTATE_MODE has 145755 (47.4%) missing values Missing
AMT_REQ_CREDIT_BUREAU_HOUR has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_DAY has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_WEEK has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_MON has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_QRT has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_YEAR has 41519 (13.5%) missing values Missing
AMT_INCOME_TOTAL is highly skewed (γ1 = 391.5596541) Skewed
FLAG_MOBIL is highly skewed (γ1 = -554.5367436) Skewed
FLAG_CONT_MOBILE is highly skewed (γ1 = -23.08117235) Skewed
FLAG_DOCUMENT_2 is highly skewed (γ1 = 153.7918174) Skewed
FLAG_DOCUMENT_4 is highly skewed (γ1 = 110.8943644) Skewed
FLAG_DOCUMENT_7 is highly skewed (γ1 = 72.17410795) Skewed
FLAG_DOCUMENT_10 is highly skewed (γ1 = 209.5890537) Skewed
FLAG_DOCUMENT_12 is highly skewed (γ1 = 392.1147791) Skewed
FLAG_DOCUMENT_15 is highly skewed (γ1 = 28.69933309) Skewed
FLAG_DOCUMENT_17 is highly skewed (γ1 = 61.21414027) Skewed
FLAG_DOCUMENT_19 is highly skewed (γ1 = 40.95613431) Skewed
FLAG_DOCUMENT_20 is highly skewed (γ1 = 44.3648968) Skewed
FLAG_DOCUMENT_21 is highly skewed (γ1 = 54.61293914) Skewed
AMT_REQ_CREDIT_BUREAU_DAY is highly skewed (γ1 = 27.04350471) Skewed
AMT_REQ_CREDIT_BUREAU_QRT is highly skewed (γ1 = 134.365776) Skewed
SK_ID_CURR has unique values Unique
TARGET has 282686 (91.9%) zeros Zeros
CNT_CHILDREN has 215371 (70.0%) zeros Zeros
FLAG_EMP_PHONE has 55386 (18.0%) zeros Zeros
FLAG_WORK_PHONE has 246203 (80.1%) zeros Zeros
FLAG_PHONE has 221080 (71.9%) zeros Zeros
FLAG_EMAIL has 290069 (94.3%) zeros Zeros
REG_REGION_NOT_LIVE_REGION has 302854 (98.5%) zeros Zeros
REG_REGION_NOT_WORK_REGION has 291899 (94.9%) zeros Zeros
LIVE_REGION_NOT_WORK_REGION has 295008 (95.9%) zeros Zeros
REG_CITY_NOT_LIVE_CITY has 283472 (92.2%) zeros Zeros
REG_CITY_NOT_WORK_CITY has 236644 (77.0%) zeros Zeros
LIVE_CITY_NOT_WORK_CITY has 252296 (82.0%) zeros Zeros
BASEMENTAREA_AVG has 14745 (4.8%) zeros Zeros
COMMONAREA_AVG has 8442 (2.7%) zeros Zeros
ELEVATORS_AVG has 85718 (27.9%) zeros Zeros
LANDAREA_AVG has 15600 (5.1%) zeros Zeros
NONLIVINGAPARTMENTS_AVG has 54549 (17.7%) zeros Zeros
NONLIVINGAREA_AVG has 58735 (19.1%) zeros Zeros
BASEMENTAREA_MODE has 16598 (5.4%) zeros Zeros
COMMONAREA_MODE has 9690 (3.2%) zeros Zeros
ELEVATORS_MODE has 89498 (29.1%) zeros Zeros
FLOORSMAX_MODE has 3415 (1.1%) zeros Zeros
LANDAREA_MODE has 17453 (5.7%) zeros Zeros
NONLIVINGAPARTMENTS_MODE has 59255 (19.3%) zeros Zeros
NONLIVINGAREA_MODE has 67126 (21.8%) zeros Zeros
BASEMENTAREA_MEDI has 14991 (4.9%) zeros Zeros
COMMONAREA_MEDI has 8691 (2.8%) zeros Zeros
ELEVATORS_MEDI has 87026 (28.3%) zeros Zeros
LANDAREA_MEDI has 15919 (5.2%) zeros Zeros
NONLIVINGAPARTMENTS_MEDI has 56097 (18.2%) zeros Zeros
NONLIVINGAREA_MEDI has 60954 (19.8%) zeros Zeros
OBS_30_CNT_SOCIAL_CIRCLE has 163910 (53.3%) zeros Zeros
DEF_30_CNT_SOCIAL_CIRCLE has 271324 (88.2%) zeros Zeros
OBS_60_CNT_SOCIAL_CIRCLE has 164666 (53.5%) zeros Zeros
DEF_60_CNT_SOCIAL_CIRCLE has 280721 (91.3%) zeros Zeros
DAYS_LAST_PHONE_CHANGE has 37672 (12.3%) zeros Zeros
FLAG_DOCUMENT_2 has 307498 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_3 has 89171 (29.0%) zeros Zeros
FLAG_DOCUMENT_4 has 307486 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_5 has 302863 (98.5%) zeros Zeros
FLAG_DOCUMENT_6 has 280433 (91.2%) zeros Zeros
FLAG_DOCUMENT_7 has 307452 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_8 has 282487 (91.9%) zeros Zeros
FLAG_DOCUMENT_9 has 306313 (99.6%) zeros Zeros
FLAG_DOCUMENT_10 has 307504 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_11 has 306308 (99.6%) zeros Zeros
FLAG_DOCUMENT_12 has 307509 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_13 has 306427 (99.6%) zeros Zeros
FLAG_DOCUMENT_14 has 306608 (99.7%) zeros Zeros
FLAG_DOCUMENT_15 has 307139 (99.9%) zeros Zeros
FLAG_DOCUMENT_16 has 304458 (99.0%) zeros Zeros
FLAG_DOCUMENT_17 has 307429 (> 99.9%) zeros Zeros
FLAG_DOCUMENT_18 has 305011 (99.2%) zeros Zeros
FLAG_DOCUMENT_19 has 307328 (99.9%) zeros Zeros
FLAG_DOCUMENT_20 has 307355 (99.9%) zeros Zeros
FLAG_DOCUMENT_21 has 307408 (> 99.9%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_HOUR has 264366 (86.0%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_DAY has 264503 (86.0%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_WEEK has 257456 (83.7%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_MON has 222233 (72.3%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_QRT has 215417 (70.1%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_YEAR has 71801 (23.3%) zeros Zeros

Reproduction

Analysis started2022-05-30 16:46:14.028087
Analysis finished2022-05-30 16:46:24.296532
Duration10.27 seconds
Software versionpandas-profiling v3.2.0
Download configurationconfig.json

Variables

SK_ID_CURR
Real number (ℝ≥0)

UNIQUE

Distinct307511
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean278180.5186
Minimum100002
Maximum456255
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum100002
5-th percentile117945.5
Q1189145.5
median278202
Q3367142.5
95-th percentile438427.5
Maximum456255
Range356253
Interquartile range (IQR)177997

Descriptive statistics

Standard deviation102790.1753
Coefficient of variation (CV)0.3695088926
Kurtosis-1.198987778
Mean278180.5186
Median Absolute Deviation (MAD)88999
Skewness-0.001200235077
Sum8.554356945 × 1010
Variance1.056582015 × 1010
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1000021
 
< 0.1%
3376641
 
< 0.1%
3376611
 
< 0.1%
3376601
 
< 0.1%
3376591
 
< 0.1%
3376581
 
< 0.1%
3376571
 
< 0.1%
3376561
 
< 0.1%
3376551
 
< 0.1%
3376541
 
< 0.1%
Other values (307501)307501
> 99.9%
ValueCountFrequency (%)
1000021
< 0.1%
1000031
< 0.1%
1000041
< 0.1%
1000061
< 0.1%
1000071
< 0.1%
ValueCountFrequency (%)
4562551
< 0.1%
4562541
< 0.1%
4562531
< 0.1%
4562521
< 0.1%
4562511
< 0.1%

TARGET
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.08072881946
Minimum0
Maximum1
Zeros282686
Zeros (%)91.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2724186456
Coefficient of variation (CV)3.37449064
Kurtosis7.475109389
Mean0.08072881946
Median Absolute Deviation (MAD)0
Skewness3.078158666
Sum24825
Variance0.0742119185
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0282686
91.9%
124825
 
8.1%
ValueCountFrequency (%)
0282686
91.9%
124825
 
8.1%
ValueCountFrequency (%)
124825
 
8.1%
0282686
91.9%
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
Cash loans
278232 
Revolving loans
29279 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowCash loans
2nd rowCash loans
3rd rowRevolving loans
4th rowCash loans
5th rowCash loans

Common Values

ValueCountFrequency (%)
Cash loans278232
90.5%
Revolving loans29279
 
9.5%

Category Frequency Plot

CODE_GENDER
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
F
202448 
M
105059 
XNA
 
4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowM
2nd rowF
3rd rowM
4th rowF
5th rowM

Common Values

ValueCountFrequency (%)
F202448
65.8%
M105059
34.2%
XNA4
 
< 0.1%

Category Frequency Plot

FLAG_OWN_CAR
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
N
202924 
Y
104587 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowN
2nd rowN
3rd rowY
4th rowN
5th rowN

Common Values

ValueCountFrequency (%)
N202924
66.0%
Y104587
34.0%

Category Frequency Plot

FLAG_OWN_REALTY
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
Y
213312 
N
94199 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowY
2nd rowN
3rd rowY
4th rowY
5th rowY

Common Values

ValueCountFrequency (%)
Y213312
69.4%
N94199
30.6%

Category Frequency Plot

CNT_CHILDREN
Real number (ℝ≥0)

ZEROS

Distinct15
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4170517477
Minimum0
Maximum19
Zeros215371
Zeros (%)70.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum19
Range19
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7221213844
Coefficient of variation (CV)1.731491088
Kurtosis7.904106359
Mean0.4170517477
Median Absolute Deviation (MAD)0
Skewness1.97460447
Sum128248
Variance0.5214592939
MonotonicityNot monotonic
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0215371
70.0%
161119
 
19.9%
226749
 
8.7%
33717
 
1.2%
4429
 
0.1%
584
 
< 0.1%
621
 
< 0.1%
77
 
< 0.1%
143
 
< 0.1%
82
 
< 0.1%
Other values (5)9
 
< 0.1%
ValueCountFrequency (%)
0215371
70.0%
161119
 
19.9%
226749
 
8.7%
33717
 
1.2%
4429
 
0.1%
ValueCountFrequency (%)
192
< 0.1%
143
< 0.1%
122
< 0.1%
111
 
< 0.1%
102
< 0.1%

AMT_INCOME_TOTAL
Real number (ℝ≥0)

SKEWED

Distinct2548
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean168797.9193
Minimum25650
Maximum117000000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum25650
5-th percentile67500
Q1112500
median147150
Q3202500
95-th percentile337500
Maximum117000000
Range116974350
Interquartile range (IQR)90000

Descriptive statistics

Standard deviation237123.1463
Coefficient of variation (CV)1.404775291
Kurtosis191786.5544
Mean168797.9193
Median Absolute Deviation (MAD)43650
Skewness391.5596541
Sum5.190721696 × 1010
Variance5.62273865 × 1010
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
13500035750
 
11.6%
11250031019
 
10.1%
15750026556
 
8.6%
18000024719
 
8.0%
9000022483
 
7.3%
22500020698
 
6.7%
20250016341
 
5.3%
6750011147
 
3.6%
27000010827
 
3.5%
810006001
 
2.0%
Other values (2538)101970
33.2%
ValueCountFrequency (%)
256502
 
< 0.1%
261003
 
< 0.1%
264601
 
< 0.1%
265502
 
< 0.1%
2700066
< 0.1%
ValueCountFrequency (%)
1170000001
< 0.1%
180000901
< 0.1%
135000001
< 0.1%
90000001
< 0.1%
67500001
< 0.1%

AMT_CREDIT
Real number (ℝ≥0)

Distinct5603
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean599025.9997
Minimum45000
Maximum4050000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum45000
5-th percentile135000
Q1270000
median513531
Q3808650
95-th percentile1350000
Maximum4050000
Range4005000
Interquartile range (IQR)538650

Descriptive statistics

Standard deviation402490.777
Coefficient of variation (CV)0.6719086938
Kurtosis1.934041301
Mean599025.9997
Median Absolute Deviation (MAD)251469
Skewness1.234778497
Sum1.842070842 × 1011
Variance1.619988256 × 1011
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4500009709
 
3.2%
6750008877
 
2.9%
2250008162
 
2.7%
1800007342
 
2.4%
2700007241
 
2.4%
9000006246
 
2.0%
2547004500
 
1.5%
5450404437
 
1.4%
8086504152
 
1.4%
1350003660
 
1.2%
Other values (5593)243185
79.1%
ValueCountFrequency (%)
45000230
0.1%
47970218
0.1%
485191
 
< 0.1%
4945519
 
< 0.1%
4950040
 
< 0.1%
ValueCountFrequency (%)
40500008
< 0.1%
4031032.51
 
< 0.1%
40276801
 
< 0.1%
39562741
 
< 0.1%
38600191
 
< 0.1%

AMT_ANNUITY
Real number (ℝ≥0)

Distinct13672
Distinct (%)4.4%
Missing12
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean27108.57391
Minimum1615.5
Maximum258025.5
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1615.5
5-th percentile9000
Q116524
median24903
Q334596
95-th percentile53325
Maximum258025.5
Range256410
Interquartile range (IQR)18072

Descriptive statistics

Standard deviation14493.73732
Coefficient of variation (CV)0.5346551008
Kurtosis7.707319915
Mean27108.57391
Median Absolute Deviation (MAD)8815.5
Skewness1.579777364
Sum8335859368
Variance210068421.4
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
90006385
 
2.1%
135005514
 
1.8%
67502279
 
0.7%
101252035
 
0.7%
378001602
 
0.5%
112501459
 
0.5%
262171453
 
0.5%
202501345
 
0.4%
123751339
 
0.4%
316531269
 
0.4%
Other values (13662)282819
92.0%
ValueCountFrequency (%)
1615.51
< 0.1%
19802
< 0.1%
1993.51
< 0.1%
20521
< 0.1%
2164.52
< 0.1%
ValueCountFrequency (%)
258025.51
 
< 0.1%
230161.51
 
< 0.1%
22500023
< 0.1%
220297.51
 
< 0.1%
216589.51
 
< 0.1%

AMT_GOODS_PRICE
Real number (ℝ≥0)

Distinct1002
Distinct (%)0.3%
Missing278
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean538396.2074
Minimum40500
Maximum4050000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum40500
5-th percentile135000
Q1238500
median450000
Q3679500
95-th percentile1305000
Maximum4050000
Range4009500
Interquartile range (IQR)441000

Descriptive statistics

Standard deviation369446.4605
Coefficient of variation (CV)0.6861981111
Kurtosis2.431916479
Mean538396.2074
Median Absolute Deviation (MAD)225000
Skewness1.349000341
Sum1.65413082 × 1011
Variance1.364906872 × 1011
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
45000026022
 
8.5%
22500025282
 
8.2%
67500024962
 
8.1%
90000015416
 
5.0%
27000011428
 
3.7%
18000010123
 
3.3%
4545009157
 
3.0%
11250009050
 
2.9%
1350008206
 
2.7%
3150005225
 
1.7%
Other values (992)162362
52.8%
ValueCountFrequency (%)
405001
 
< 0.1%
450001169
0.4%
49500157
 
0.1%
507511
 
< 0.1%
54000290
 
0.1%
ValueCountFrequency (%)
40500008
< 0.1%
38250001
 
< 0.1%
37125001
 
< 0.1%
36000003
 
< 0.1%
35550001
 
< 0.1%

NAME_TYPE_SUITE
Categorical

Distinct7
Distinct (%)< 0.1%
Missing1292
Missing (%)0.4%
Memory size2.3 MiB
Unaccompanied
248526 
Family
40149 
Spouse, partner
 
11370
Children
 
3267
Other_B
 
1770
Other values (2)
 
1137

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowUnaccompanied
2nd rowFamily
3rd rowUnaccompanied
4th rowUnaccompanied
5th rowUnaccompanied

Common Values

ValueCountFrequency (%)
Unaccompanied248526
80.8%
Family40149
 
13.1%
Spouse, partner11370
 
3.7%
Children3267
 
1.1%
Other_B1770
 
0.6%
Other_A866
 
0.3%
Group of people271
 
0.1%
(Missing)1292
 
0.4%

Category Frequency Plot

NAME_INCOME_TYPE
Categorical

Distinct8
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
Working
158774 
Commercial associate
71617 
Pensioner
55362 
State servant
21703 
Unemployed
 
22
Other values (3)
 
33

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowWorking
2nd rowState servant
3rd rowWorking
4th rowWorking
5th rowWorking

Common Values

ValueCountFrequency (%)
Working158774
51.6%
Commercial associate71617
23.3%
Pensioner55362
 
18.0%
State servant21703
 
7.1%
Unemployed22
 
< 0.1%
Student18
 
< 0.1%
Businessman10
 
< 0.1%
Maternity leave5
 
< 0.1%

Category Frequency Plot

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
Secondary / secondary special
218391 
Higher education
74863 
Incomplete higher
 
10277
Lower secondary
 
3816
Academic degree
 
164

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSecondary / secondary special
2nd rowHigher education
3rd rowSecondary / secondary special
4th rowSecondary / secondary special
5th rowSecondary / secondary special

Common Values

ValueCountFrequency (%)
Secondary / secondary special218391
71.0%
Higher education74863
 
24.3%
Incomplete higher10277
 
3.3%
Lower secondary3816
 
1.2%
Academic degree164
 
0.1%

Category Frequency Plot

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
Married
196432 
Single / not married
45444 
Civil marriage
29775 
Separated
19770 
Widow
 
16088

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSingle / not married
2nd rowMarried
3rd rowSingle / not married
4th rowCivil marriage
5th rowSingle / not married

Common Values

ValueCountFrequency (%)
Married196432
63.9%
Single / not married45444
 
14.8%
Civil marriage29775
 
9.7%
Separated19770
 
6.4%
Widow16088
 
5.2%
Unknown2
 
< 0.1%

Category Frequency Plot

Distinct6
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
House / apartment
272868 
With parents
 
14840
Municipal apartment
 
11183
Rented apartment
 
4881
Office apartment
 
2617

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowHouse / apartment
2nd rowHouse / apartment
3rd rowHouse / apartment
4th rowHouse / apartment
5th rowHouse / apartment

Common Values

ValueCountFrequency (%)
House / apartment272868
88.7%
With parents14840
 
4.8%
Municipal apartment11183
 
3.6%
Rented apartment4881
 
1.6%
Office apartment2617
 
0.9%
Co-op apartment1122
 
0.4%

Category Frequency Plot

REGION_POPULATION_RELATIVE
Real number (ℝ≥0)

Distinct81
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.02086811206
Minimum0.00029
Maximum0.072508
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.00029
5-th percentile0.00496
Q10.010006
median0.01885
Q30.028663
95-th percentile0.04622
Maximum0.072508
Range0.072218
Interquartile range (IQR)0.018657

Descriptive statistics

Standard deviation0.01383128012
Coefficient of variation (CV)0.66279499
Kurtosis3.260065334
Mean0.02086811206
Median Absolute Deviation (MAD)0.009193
Skewness1.488008521
Sum6417.174007
Variance0.0001913043098
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.03579216408
 
5.3%
0.0462213442
 
4.4%
0.03075512163
 
4.0%
0.02516411950
 
3.9%
0.02639211601
 
3.8%
0.03132911321
 
3.7%
0.02866311157
 
3.6%
0.0191018694
 
2.8%
0.0725088412
 
2.7%
0.0207138066
 
2.6%
Other values (71)194297
63.2%
ValueCountFrequency (%)
0.000292
 
< 0.1%
0.00053339
 
< 0.1%
0.00093828
 
< 0.1%
0.001276558
0.2%
0.001333235
0.1%
ValueCountFrequency (%)
0.0725088412
2.7%
0.0462213442
4.4%
0.03579216408
5.3%
0.0325616636
2.2%
0.03132911321
3.7%

DAYS_BIRTH
Real number (ℝ)

Distinct17460
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-16036.99507
Minimum-25229
Maximum-7489
Zeros0
Zeros (%)0.0%
Negative307511
Negative (%)100.0%
Memory size2.3 MiB

Quantile statistics

Minimum-25229
5-th percentile-23204
Q1-19682
median-15750
Q3-12413
95-th percentile-9407
Maximum-7489
Range17740
Interquartile range (IQR)7269

Descriptive statistics

Standard deviation4363.988632
Coefficient of variation (CV)-0.2721200957
Kurtosis-1.04912577
Mean-16036.99507
Median Absolute Deviation (MAD)3630
Skewness-0.1156733117
Sum-4931552390
Variance19044396.78
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1374943
 
< 0.1%
-1348142
 
< 0.1%
-1824841
 
< 0.1%
-1002041
 
< 0.1%
-1577140
 
< 0.1%
-1029240
 
< 0.1%
-1426739
 
< 0.1%
-1326339
 
< 0.1%
-1166439
 
< 0.1%
-1439539
 
< 0.1%
Other values (17450)307108
99.9%
ValueCountFrequency (%)
-252291
 
< 0.1%
-252012
< 0.1%
-252001
 
< 0.1%
-251972
< 0.1%
-251964
< 0.1%
ValueCountFrequency (%)
-74891
 
< 0.1%
-76731
 
< 0.1%
-76762
< 0.1%
-76783
< 0.1%
-76791
 
< 0.1%

DAYS_EMPLOYED
Real number (ℝ)

Distinct12574
Distinct (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean63815.0459
Minimum-17912
Maximum365243
Zeros2
Zeros (%)< 0.1%
Negative252135
Negative (%)82.0%
Memory size2.3 MiB

Quantile statistics

Minimum-17912
5-th percentile-6742.5
Q1-2760
median-1213
Q3-289
95-th percentile365243
Maximum365243
Range383155
Interquartile range (IQR)2471

Descriptive statistics

Standard deviation141275.7665
Coefficient of variation (CV)2.213831621
Kurtosis0.7716123807
Mean63815.0459
Median Absolute Deviation (MAD)1091
Skewness1.664346198
Sum1.962382858 × 1010
Variance1.995884221 × 1010
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
36524355374
 
18.0%
-200156
 
0.1%
-224152
 
< 0.1%
-230151
 
< 0.1%
-199151
 
< 0.1%
-212150
 
< 0.1%
-384143
 
< 0.1%
-229143
 
< 0.1%
-231140
 
< 0.1%
-215138
 
< 0.1%
Other values (12564)250813
81.6%
ValueCountFrequency (%)
-179121
< 0.1%
-175831
< 0.1%
-175461
< 0.1%
-175311
< 0.1%
-175221
< 0.1%
ValueCountFrequency (%)
36524355374
18.0%
02
 
< 0.1%
-11
 
< 0.1%
-22
 
< 0.1%
-33
 
< 0.1%

DAYS_REGISTRATION
Real number (ℝ)

Distinct15688
Distinct (%)5.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-4986.120328
Minimum-24672
Maximum0
Zeros80
Zeros (%)< 0.1%
Negative307431
Negative (%)> 99.9%
Memory size2.3 MiB

Quantile statistics

Minimum-24672
5-th percentile-11416
Q1-7479.5
median-4504
Q3-2010
95-th percentile-330
Maximum0
Range24672
Interquartile range (IQR)5469.5

Descriptive statistics

Standard deviation3522.886321
Coefficient of variation (CV)-0.706538569
Kurtosis-0.3213466019
Mean-4986.120328
Median Absolute Deviation (MAD)2699
Skewness-0.5908716157
Sum-1533286848
Variance12410728.03
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1113
 
< 0.1%
-798
 
< 0.1%
-696
 
< 0.1%
-492
 
< 0.1%
-292
 
< 0.1%
-586
 
< 0.1%
-384
 
< 0.1%
-984
 
< 0.1%
-1480
 
< 0.1%
-2180
 
< 0.1%
Other values (15678)306606
99.7%
ValueCountFrequency (%)
-246721
< 0.1%
-237381
< 0.1%
-234161
< 0.1%
-229281
< 0.1%
-228581
< 0.1%
ValueCountFrequency (%)
080
< 0.1%
-1113
< 0.1%
-292
< 0.1%
-384
< 0.1%
-492
< 0.1%

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct6168
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2994.202373
Minimum-7197
Maximum0
Zeros16
Zeros (%)< 0.1%
Negative307495
Negative (%)> 99.9%
Memory size2.3 MiB

Quantile statistics

Minimum-7197
5-th percentile-4944
Q1-4299
median-3254
Q3-1720
95-th percentile-375
Maximum0
Range7197
Interquartile range (IQR)2579

Descriptive statistics

Standard deviation1509.450419
Coefficient of variation (CV)-0.5041243813
Kurtosis-1.106807894
Mean-2994.202373
Median Absolute Deviation (MAD)1186
Skewness0.3493274932
Sum-920750166
Variance2278440.567
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-4053169
 
0.1%
-4095162
 
0.1%
-4046161
 
0.1%
-4417159
 
0.1%
-4256158
 
0.1%
-4032157
 
0.1%
-4151157
 
0.1%
-4200156
 
0.1%
-4171155
 
0.1%
-4214155
 
0.1%
Other values (6158)305922
99.5%
ValueCountFrequency (%)
-71971
< 0.1%
-65511
< 0.1%
-63831
< 0.1%
-63371
< 0.1%
-62741
< 0.1%
ValueCountFrequency (%)
016
 
< 0.1%
-164
< 0.1%
-250
< 0.1%
-351
< 0.1%
-457
< 0.1%

OWN_CAR_AGE
Real number (ℝ≥0)

MISSING

Distinct62
Distinct (%)0.1%
Missing202929
Missing (%)66.0%
Infinite0
Infinite (%)0.0%
Mean12.06109082
Minimum0
Maximum91
Zeros2134
Zeros (%)0.7%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1
Q15
median9
Q315
95-th percentile30
Maximum91
Range91
Interquartile range (IQR)10

Descriptive statistics

Standard deviation11.94481158
Coefficient of variation (CV)0.9903591443
Kurtosis9.214945323
Mean12.06109082
Median Absolute Deviation (MAD)5
Skewness2.745422131
Sum1261373
Variance142.6785237
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
77424
 
2.4%
66382
 
2.1%
36370
 
2.1%
85887
 
1.9%
25852
 
1.9%
45557
 
1.8%
15280
 
1.7%
95020
 
1.6%
104806
 
1.6%
144594
 
1.5%
Other values (52)47410
 
15.4%
(Missing)202929
66.0%
ValueCountFrequency (%)
02134
 
0.7%
15280
1.7%
25852
1.9%
36370
2.1%
45557
1.8%
ValueCountFrequency (%)
912
 
< 0.1%
691
 
< 0.1%
65891
 
0.3%
642443
0.8%
632
 
< 0.1%

FLAG_MOBIL
Real number (ℝ≥0)

SKEWED

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9999967481
Minimum0
Maximum1
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.001803307015
Coefficient of variation (CV)0.00180331288
Kurtosis307511
Mean0.9999967481
Median Absolute Deviation (MAD)0
Skewness-554.5367436
Sum307510
Variance3.251916192 × 10-6
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1307510
> 99.9%
01
 
< 0.1%
ValueCountFrequency (%)
01
 
< 0.1%
1307510
> 99.9%
ValueCountFrequency (%)
1307510
> 99.9%
01
 
< 0.1%

FLAG_EMP_PHONE
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8198893698
Minimum0
Maximum1
Zeros55386
Zeros (%)18.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3842801989
Coefficient of variation (CV)0.4686976232
Kurtosis0.7718519499
Mean0.8198893698
Median Absolute Deviation (MAD)0
Skewness-1.664886462
Sum252125
Variance0.1476712713
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1252125
82.0%
055386
 
18.0%
ValueCountFrequency (%)
055386
 
18.0%
1252125
82.0%
ValueCountFrequency (%)
1252125
82.0%
055386
 
18.0%

FLAG_WORK_PHONE
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1993684779
Minimum0
Maximum1
Zeros246203
Zeros (%)80.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3995262282
Coefficient of variation (CV)2.003958863
Kurtosis0.2648759067
Mean0.1993684779
Median Absolute Deviation (MAD)0
Skewness1.504949894
Sum61308
Variance0.159621207
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0246203
80.1%
161308
 
19.9%
ValueCountFrequency (%)
0246203
80.1%
161308
 
19.9%
ValueCountFrequency (%)
161308
 
19.9%
0246203
80.1%

FLAG_CONT_MOBILE
Real number (ℝ≥0)

SKEWED

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9981334001
Minimum0
Maximum1
Zeros574
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.04316389414
Coefficient of variation (CV)0.04324461454
Kurtosis530.7439687
Mean0.9981334001
Median Absolute Deviation (MAD)0
Skewness-23.08117235
Sum306937
Variance0.001863121758
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1306937
99.8%
0574
 
0.2%
ValueCountFrequency (%)
0574
 
0.2%
1306937
99.8%
ValueCountFrequency (%)
1306937
99.8%
0574
 
0.2%

FLAG_PHONE
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2810663684
Minimum0
Maximum1
Zeros221080
Zeros (%)71.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4495205469
Coefficient of variation (CV)1.599339506
Kurtosis-1.051170063
Mean0.2810663684
Median Absolute Deviation (MAD)0
Skewness0.974082529
Sum86431
Variance0.202068722
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0221080
71.9%
186431
 
28.1%
ValueCountFrequency (%)
0221080
71.9%
186431
 
28.1%
ValueCountFrequency (%)
186431
 
28.1%
0221080
71.9%

FLAG_EMAIL
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.05671992221
Minimum0
Maximum1
Zeros290069
Zeros (%)94.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2313070397
Coefficient of variation (CV)4.078056364
Kurtosis12.690846
Mean0.05671992221
Median Absolute Deviation (MAD)0
Skewness3.832853175
Sum17442
Variance0.05350294663
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0290069
94.3%
117442
 
5.7%
ValueCountFrequency (%)
0290069
94.3%
117442
 
5.7%
ValueCountFrequency (%)
117442
 
5.7%
0290069
94.3%

OCCUPATION_TYPE
Categorical

MISSING

Distinct18
Distinct (%)< 0.1%
Missing96391
Missing (%)31.3%
Memory size2.3 MiB
Laborers
55186 
Sales staff
32102 
Core staff
27570 
Managers
21371 
Drivers
18603 
Other values (13)
56288 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLaborers
2nd rowCore staff
3rd rowLaborers
4th rowLaborers
5th rowCore staff

Common Values

ValueCountFrequency (%)
Laborers55186
17.9%
Sales staff32102
 
10.4%
Core staff27570
 
9.0%
Managers21371
 
6.9%
Drivers18603
 
6.0%
High skill tech staff11380
 
3.7%
Accountants9813
 
3.2%
Medicine staff8537
 
2.8%
Security staff6721
 
2.2%
Cooking staff5946
 
1.9%
Other values (8)13891
 
4.5%
(Missing)96391
31.3%

CNT_FAM_MEMBERS
Real number (ℝ≥0)

Distinct17
Distinct (%)< 0.1%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean2.15266545
Minimum1
Maximum20
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q33
95-th percentile4
Maximum20
Range19
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9106815692
Coefficient of variation (CV)0.4230483511
Kurtosis2.801976981
Mean2.15266545
Median Absolute Deviation (MAD)0
Skewness0.9875428137
Sum661964
Variance0.8293409204
MonotonicityNot monotonic
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
2158357
51.5%
167847
22.1%
352601
 
17.1%
424697
 
8.0%
53478
 
1.1%
6408
 
0.1%
781
 
< 0.1%
820
 
< 0.1%
96
 
< 0.1%
103
 
< 0.1%
Other values (7)11
 
< 0.1%
ValueCountFrequency (%)
167847
22.1%
2158357
51.5%
352601
 
17.1%
424697
 
8.0%
53478
 
1.1%
ValueCountFrequency (%)
202
< 0.1%
162
< 0.1%
151
< 0.1%
142
< 0.1%
131
< 0.1%

REGION_RATING_CLIENT
Real number (ℝ≥0)

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.052463164
Minimum1
Maximum3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile3
Maximum3
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5090339028
Coefficient of variation (CV)0.2480112246
Kurtosis0.8004164375
Mean2.052463164
Median Absolute Deviation (MAD)0
Skewness0.08746834971
Sum631155
Variance0.2591155142
MonotonicityNot monotonic
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
2226984
73.8%
348330
 
15.7%
132197
 
10.5%
ValueCountFrequency (%)
132197
 
10.5%
2226984
73.8%
348330
 
15.7%
ValueCountFrequency (%)
348330
 
15.7%
2226984
73.8%
132197
 
10.5%

REGION_RATING_CLIENT_W_CITY
Real number (ℝ≥0)

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.031520824
Minimum1
Maximum3
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32
95-th percentile3
Maximum3
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5027370329
Coefficient of variation (CV)0.2474683139
Kurtosis0.9335838303
Mean2.031520824
Median Absolute Deviation (MAD)0
Skewness0.05972981215
Sum624715
Variance0.2527445243
MonotonicityNot monotonic
Histogram with fixed size bins (bins=3)
ValueCountFrequency (%)
2229484
74.6%
343860
 
14.3%
134167
 
11.1%
ValueCountFrequency (%)
134167
 
11.1%
2229484
74.6%
343860
 
14.3%
ValueCountFrequency (%)
343860
 
14.3%
2229484
74.6%
134167
 
11.1%
Distinct7
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
TUESDAY
53901 
WEDNESDAY
51934 
MONDAY
50714 
THURSDAY
50591 
FRIDAY
50338 
Other values (2)
50033 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowWEDNESDAY
2nd rowMONDAY
3rd rowMONDAY
4th rowWEDNESDAY
5th rowTHURSDAY

Common Values

ValueCountFrequency (%)
TUESDAY53901
17.5%
WEDNESDAY51934
16.9%
MONDAY50714
16.5%
THURSDAY50591
16.5%
FRIDAY50338
16.4%
SATURDAY33852
11.0%
SUNDAY16181
 
5.3%

Category Frequency Plot

HOUR_APPR_PROCESS_START
Real number (ℝ≥0)

Distinct24
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.06341887
Minimum0
Maximum23
Zeros40
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile7
Q110
median12
Q314
95-th percentile17
Maximum23
Range23
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.265832255
Coefficient of variation (CV)0.270721948
Kurtosis-0.1941728655
Mean12.06341887
Median Absolute Deviation (MAD)2
Skewness-0.02802445946
Sum3709634
Variance10.66566032
MonotonicityNot monotonic
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
1037722
12.3%
1137229
12.1%
1234233
11.1%
1330959
10.1%
1427682
9.0%
927384
8.9%
1524839
8.1%
1620385
6.6%
815127
4.9%
1714900
 
4.8%
Other values (14)37051
12.0%
ValueCountFrequency (%)
040
 
< 0.1%
186
 
< 0.1%
2305
 
0.1%
31230
0.4%
42090
0.7%
ValueCountFrequency (%)
2341
 
< 0.1%
22150
 
< 0.1%
21405
 
0.1%
201196
 
0.4%
193848
1.3%

REG_REGION_NOT_LIVE_REGION
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0151441737
Minimum0
Maximum1
Zeros302854
Zeros (%)98.5%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1221264763
Coefficient of variation (CV)8.064254852
Kurtosis61.04838402
Mean0.0151441737
Median Absolute Deviation (MAD)0
Skewness7.940276253
Sum4657
Variance0.01491487621
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0302854
98.5%
14657
 
1.5%
ValueCountFrequency (%)
0302854
98.5%
14657
 
1.5%
ValueCountFrequency (%)
14657
 
1.5%
0302854
98.5%

REG_REGION_NOT_WORK_REGION
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.05076891558
Minimum0
Maximum1
Zeros291899
Zeros (%)94.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2195258288
Coefficient of variation (CV)4.324020442
Kurtosis14.75083559
Mean0.05076891558
Median Absolute Deviation (MAD)0
Skewness4.092766748
Sum15612
Variance0.04819158951
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0291899
94.9%
115612
 
5.1%
ValueCountFrequency (%)
0291899
94.9%
115612
 
5.1%
ValueCountFrequency (%)
115612
 
5.1%
0291899
94.9%

LIVE_REGION_NOT_WORK_REGION
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.04065870814
Minimum0
Maximum1
Zeros295008
Zeros (%)95.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1974986188
Coefficient of variation (CV)4.857474028
Kurtosis19.63769792
Mean0.04065870814
Median Absolute Deviation (MAD)0
Skewness4.651620169
Sum12503
Variance0.03900570444
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0295008
95.9%
112503
 
4.1%
ValueCountFrequency (%)
0295008
95.9%
112503
 
4.1%
ValueCountFrequency (%)
112503
 
4.1%
0295008
95.9%

REG_CITY_NOT_LIVE_CITY
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.07817281333
Minimum0
Maximum1
Zeros283472
Zeros (%)92.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2684437724
Coefficient of variation (CV)3.433978655
Kurtosis7.877120671
Mean0.07817281333
Median Absolute Deviation (MAD)0
Skewness3.142780527
Sum24039
Variance0.07206205893
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0283472
92.2%
124039
 
7.8%
ValueCountFrequency (%)
0283472
92.2%
124039
 
7.8%
ValueCountFrequency (%)
124039
 
7.8%
0283472
92.2%

REG_CITY_NOT_WORK_CITY
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2304535448
Minimum0
Maximum1
Zeros236644
Zeros (%)77.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4211238359
Coefficient of variation (CV)1.827369748
Kurtosis-0.3612503173
Mean0.2304535448
Median Absolute Deviation (MAD)0
Skewness1.280137505
Sum70867
Variance0.1773452852
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0236644
77.0%
170867
 
23.0%
ValueCountFrequency (%)
0236644
77.0%
170867
 
23.0%
ValueCountFrequency (%)
170867
 
23.0%
0236644
77.0%

LIVE_CITY_NOT_WORK_CITY
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1795545525
Minimum0
Maximum1
Zeros252296
Zeros (%)82.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3838166154
Coefficient of variation (CV)2.137604477
Kurtosis0.7882204506
Mean0.1795545525
Median Absolute Deviation (MAD)0
Skewness1.669794995
Sum55215
Variance0.1473151942
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0252296
82.0%
155215
 
18.0%
ValueCountFrequency (%)
0252296
82.0%
155215
 
18.0%
ValueCountFrequency (%)
155215
 
18.0%
0252296
82.0%

ORGANIZATION_TYPE
Categorical

HIGH CARDINALITY

Distinct58
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
Business Entity Type 3
67992 
XNA
55374 
Self-employed
38412 
Other
16683 
Medicine
 
11193
Other values (53)
117857 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowBusiness Entity Type 3
2nd rowSchool
3rd rowGovernment
4th rowBusiness Entity Type 3
5th rowReligion

Common Values

ValueCountFrequency (%)
Business Entity Type 367992
22.1%
XNA55374
18.0%
Self-employed38412
12.5%
Other16683
 
5.4%
Medicine11193
 
3.6%
Business Entity Type 210553
 
3.4%
Government10404
 
3.4%
School8893
 
2.9%
Trade: type 77831
 
2.5%
Kindergarten6880
 
2.2%
Other values (48)73296
23.8%

EXT_SOURCE_1
Real number (ℝ≥0)

MISSING

Distinct114584
Distinct (%)85.4%
Missing173378
Missing (%)56.4%
Infinite0
Infinite (%)0.0%
Mean0.5021298057
Minimum0.01456813241
Maximum0.9626927706
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.01456813241
5-th percentile0.1580212307
Q10.3340072887
median0.5059979305
Q30.6750525982
95-th percentile0.8322601466
Maximum0.9626927706
Range0.9481246381
Interquartile range (IQR)0.3410453096

Descriptive statistics

Standard deviation0.2110622493
Coefficient of variation (CV)0.4203340389
Kurtosis-0.9651552848
Mean0.5021298057
Median Absolute Deviation (MAD)0.1705072305
Skewness-0.0687550587
Sum67352.17722
Variance0.04454727307
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.58101479565
 
< 0.1%
0.54642640865
 
< 0.1%
0.4439821185
 
< 0.1%
0.76572369845
 
< 0.1%
0.528197435
 
< 0.1%
0.49900174615
 
< 0.1%
0.62270663475
 
< 0.1%
0.66773956365
 
< 0.1%
0.60515166125
 
< 0.1%
0.59846869285
 
< 0.1%
Other values (114574)134083
43.6%
(Missing)173378
56.4%
ValueCountFrequency (%)
0.014568132411
< 0.1%
0.01469148241
< 0.1%
0.01505292131
< 0.1%
0.015600080581
< 0.1%
0.017094657791
< 0.1%
ValueCountFrequency (%)
0.96269277061
< 0.1%
0.95162396221
< 0.1%
0.94764938541
< 0.1%
0.94609761441
< 0.1%
0.94607552151
< 0.1%

EXT_SOURCE_2
Real number (ℝ≥0)

Distinct119831
Distinct (%)39.1%
Missing660
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.5143926741
Minimum8.173616519 × 10-8
Maximum0.8549996664
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum8.173616519 × 10-8
5-th percentile0.133299146
Q10.3924574162
median0.5659614261
Q30.6636170897
95-th percentile0.7477341422
Maximum0.8549996664
Range0.8549995847
Interquartile range (IQR)0.2711596736

Descriptive statistics

Standard deviation0.191060155
Coefficient of variation (CV)0.3714286081
Kurtosis-0.2691308299
Mean0.5143926741
Median Absolute Deviation (MAD)0.1190824124
Skewness-0.793576045
Sum157841.9064
Variance0.03650398282
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2858978721721
 
0.2%
0.2622583692417
 
0.1%
0.2652563402343
 
0.1%
0.1596792335322
 
0.1%
0.2653117485306
 
0.1%
0.2665197754244
 
0.1%
0.263143591243
 
0.1%
0.1621445677238
 
0.1%
0.162192106234
 
0.1%
0.1631870355184
 
0.1%
Other values (119821)303599
98.7%
(Missing)660
 
0.2%
ValueCountFrequency (%)
8.173616519 × 10-81
< 0.1%
1.315955581 × 10-61
< 0.1%
5.002108762 × 10-61
< 0.1%
5.600337749 × 10-61
< 0.1%
5.939650929 × 10-61
< 0.1%
ValueCountFrequency (%)
0.854999666426
< 0.1%
0.82171421281
 
< 0.1%
0.82139362741
 
< 0.1%
0.82061594421
 
< 0.1%
0.82060950611
 
< 0.1%

EXT_SOURCE_3
Real number (ℝ≥0)

MISSING

Distinct814
Distinct (%)0.3%
Missing60965
Missing (%)19.8%
Infinite0
Infinite (%)0.0%
Mean0.5108529062
Minimum0.0005272652387
Maximum0.8960095495
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.0005272652387
5-th percentile0.1547436313
Q10.3706496323
median0.5352762505
Q30.6690566948
95-th percentile0.7862666147
Maximum0.8960095495
Range0.8954822843
Interquartile range (IQR)0.2984070625

Descriptive statistics

Standard deviation0.1948443645
Coefficient of variation (CV)0.3814099168
Kurtosis-0.663463054
Mean0.5108529062
Median Absolute Deviation (MAD)0.1459374586
Skewness-0.4093904596
Sum125948.7406
Variance0.03796432636
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.74630021311460
 
0.5%
0.71363139971315
 
0.4%
0.69409264251276
 
0.4%
0.67065175311191
 
0.4%
0.6528965521154
 
0.4%
0.58148370581141
 
0.4%
0.68947914261138
 
0.4%
0.59545620291136
 
0.4%
0.55494676851132
 
0.4%
0.62122633811109
 
0.4%
Other values (804)234494
76.3%
(Missing)60965
 
19.8%
ValueCountFrequency (%)
0.0005272652387886
0.3%
0.011345719431
 
< 0.1%
0.012715923861
 
< 0.1%
0.013948465581
 
< 0.1%
0.014148265521
 
< 0.1%
ValueCountFrequency (%)
0.89600954951
 
< 0.1%
0.89397607462
 
< 0.1%
0.88766420181
 
< 0.1%
0.88548839423
 
< 0.1%
0.882530312826
< 0.1%

APARTMENTS_AVG
Real number (ℝ≥0)

MISSING

Distinct2339
Distinct (%)1.5%
Missing156061
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean0.1174404992
Minimum0
Maximum1
Zeros751
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0082
Q10.0577
median0.0876
Q30.1485
95-th percentile0.3268
Maximum1
Range1
Interquartile range (IQR)0.0908

Descriptive statistics

Standard deviation0.1082402913
Coefficient of variation (CV)0.9216606883
Kurtosis11.39376679
Mean0.1174404992
Median Absolute Deviation (MAD)0.0433
Skewness2.641835786
Sum17786.3636
Variance0.01171596066
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.08256663
 
2.2%
0.06196332
 
2.1%
0.09284404
 
1.4%
0.07223986
 
1.3%
0.00823507
 
1.1%
0.01653027
 
1.0%
0.10312892
 
0.9%
0.14852769
 
0.9%
0.01242721
 
0.9%
0.07422231
 
0.7%
Other values (2329)112918
36.7%
(Missing)156061
50.7%
ValueCountFrequency (%)
0751
0.2%
0.001197
 
0.1%
0.00141
 
< 0.1%
0.00156
 
< 0.1%
0.00171
 
< 0.1%
ValueCountFrequency (%)
1147
< 0.1%
0.99072
 
< 0.1%
0.98971
 
< 0.1%
0.98767
 
< 0.1%
0.98149
 
< 0.1%

BASEMENTAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3780
Distinct (%)3.0%
Missing179943
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean0.08844221905
Minimum0
Maximum1
Zeros14745
Zeros (%)4.8%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0442
median0.0763
Q30.1122
95-th percentile0.2237
Maximum1
Range1
Interquartile range (IQR)0.068

Descriptive statistics

Standard deviation0.08243815874
Coefficient of variation (CV)0.9321131878
Kurtosis25.93012027
Mean0.08844221905
Median Absolute Deviation (MAD)0.034
Skewness3.566306126
Sum11282.397
Variance0.006796050016
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
014745
 
4.8%
0.0818251
 
0.1%
0.0545251
 
0.1%
0.0727248
 
0.1%
0.1091246
 
0.1%
0.0796245
 
0.1%
0.08239
 
0.1%
0.0805230
 
0.1%
0.0764220
 
0.1%
0.0793211
 
0.1%
Other values (3770)110682
36.0%
(Missing)179943
58.5%
ValueCountFrequency (%)
014745
4.8%
0.000199
 
< 0.1%
0.000238
 
< 0.1%
0.00038
 
< 0.1%
0.000433
 
< 0.1%
ValueCountFrequency (%)
1130
< 0.1%
0.99451
 
< 0.1%
0.96942
 
< 0.1%
0.96821
 
< 0.1%
0.96771
 
< 0.1%

YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ≥0)

MISSING

Distinct285
Distinct (%)0.2%
Missing150007
Missing (%)48.8%
Infinite0
Infinite (%)0.0%
Mean0.9777348582
Minimum0
Maximum1
Zeros514
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.9687
Q10.9767
median0.9816
Q30.9866
95-th percentile0.996
Maximum1
Range1
Interquartile range (IQR)0.0099

Descriptive statistics

Standard deviation0.05922331436
Coefficient of variation (CV)0.06057195759
Kurtosis248.1763368
Mean0.9777348582
Median Absolute Deviation (MAD)0.005
Skewness-15.51526447
Sum153997.1511
Variance0.003507400964
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.98714311
 
1.4%
0.98564189
 
1.4%
0.98614171
 
1.4%
0.98014123
 
1.3%
0.98664114
 
1.3%
0.98064096
 
1.3%
0.98514096
 
1.3%
0.98113986
 
1.3%
0.98163982
 
1.3%
0.98313970
 
1.3%
Other values (275)116466
37.9%
(Missing)150007
48.8%
ValueCountFrequency (%)
0514
0.2%
0.01791
 
< 0.1%
0.04471
 
< 0.1%
0.09691
 
< 0.1%
0.09741
 
< 0.1%
ValueCountFrequency (%)
1186
 
0.1%
0.9995691
0.2%
0.999906
0.3%
0.99851062
0.3%
0.9981096
0.4%

YEARS_BUILD_AVG
Real number (ℝ≥0)

MISSING

Distinct149
Distinct (%)0.1%
Missing204488
Missing (%)66.5%
Infinite0
Infinite (%)0.0%
Mean0.7524714326
Minimum0
Maximum1
Zeros102
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.592
Q10.6872
median0.7552
Q30.8232
95-th percentile0.9524
Maximum1
Range1
Interquartile range (IQR)0.136

Descriptive statistics

Standard deviation0.1132799266
Coefficient of variation (CV)0.1505438236
Kurtosis4.399757249
Mean0.7524714326
Median Absolute Deviation (MAD)0.068
Skewness-0.9624852036
Sum77521.8644
Variance0.01283234178
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.82322999
 
1.0%
0.81642864
 
0.9%
0.80282848
 
0.9%
0.7282802
 
0.9%
0.73482761
 
0.9%
0.80962755
 
0.9%
0.832738
 
0.9%
0.7962734
 
0.9%
0.74842731
 
0.9%
0.76882712
 
0.9%
Other values (139)75079
 
24.4%
(Missing)204488
66.5%
ValueCountFrequency (%)
0102
< 0.1%
0.00042
 
< 0.1%
0.00724
 
< 0.1%
0.0143
 
< 0.1%
0.02081
 
< 0.1%
ValueCountFrequency (%)
1173
 
0.1%
0.9932478
0.2%
0.9864661
0.2%
0.9796786
0.3%
0.9728813
0.3%

COMMONAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3181
Distinct (%)3.4%
Missing214865
Missing (%)69.9%
Infinite0
Infinite (%)0.0%
Mean0.04462071541
Minimum0
Maximum1
Zeros8442
Zeros (%)2.7%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0078
median0.0211
Q30.0515
95-th percentile0.1601
Maximum1
Range1
Interquartile range (IQR)0.0437

Descriptive statistics

Standard deviation0.07603574505
Coefficient of variation (CV)1.704045853
Kurtosis45.98801696
Mean0.04462071541
Median Absolute Deviation (MAD)0.0173
Skewness5.457305396
Sum4133.9308
Variance0.005781434525
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08442
 
2.7%
0.0079544
 
0.2%
0.0078475
 
0.2%
0.008446
 
0.1%
0.0077414
 
0.1%
0.0086365
 
0.1%
0.0014345
 
0.1%
0.007343
 
0.1%
0.0013317
 
0.1%
0.0069314
 
0.1%
Other values (3171)80641
 
26.2%
(Missing)214865
69.9%
ValueCountFrequency (%)
08442
2.7%
0.000145
 
< 0.1%
0.000267
 
< 0.1%
0.000384
 
< 0.1%
0.000462
 
< 0.1%
ValueCountFrequency (%)
192
< 0.1%
0.99372
 
< 0.1%
0.99062
 
< 0.1%
0.98331
 
< 0.1%
0.96011
 
< 0.1%

ELEVATORS_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct257
Distinct (%)0.2%
Missing163891
Missing (%)53.3%
Infinite0
Infinite (%)0.0%
Mean0.07894151232
Minimum0
Maximum1
Zeros85718
Zeros (%)27.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.12
95-th percentile0.36
Maximum1
Range1
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.1345760011
Coefficient of variation (CV)1.704755801
Kurtosis7.869390119
Mean0.07894151232
Median Absolute Deviation (MAD)0
Skewness2.439428669
Sum11337.58
Variance0.01811070007
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
085718
27.9%
0.089886
 
3.2%
0.168806
 
2.9%
0.246071
 
2.0%
0.125593
 
1.8%
0.044585
 
1.5%
0.24072
 
1.3%
0.322788
 
0.9%
0.282272
 
0.7%
0.41532
 
0.5%
Other values (247)12297
 
4.0%
(Missing)163891
53.3%
ValueCountFrequency (%)
085718
27.9%
0.0021
 
< 0.1%
0.00241
 
< 0.1%
0.00483
 
< 0.1%
0.00645
 
< 0.1%
ValueCountFrequency (%)
1158
0.1%
0.9681
< 0.1%
0.93322
 
< 0.1%
0.9220
 
< 0.1%
0.96
 
< 0.1%

ENTRANCES_AVG
Real number (ℝ≥0)

MISSING

Distinct285
Distinct (%)0.2%
Missing154828
Missing (%)50.3%
Infinite0
Infinite (%)0.0%
Mean0.1497246701
Minimum0
Maximum1
Zeros323
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0345
Q10.069
median0.1379
Q30.2069
95-th percentile0.3103
Maximum1
Range1
Interquartile range (IQR)0.1379

Descriptive statistics

Standard deviation0.1000491208
Coefficient of variation (CV)0.6682206794
Kurtosis11.5932117
Mean0.1497246701
Median Absolute Deviation (MAD)0.0689
Skewness2.399716697
Sum22860.4118
Variance0.01000982656
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.137934007
 
11.1%
0.06922956
 
7.5%
0.103419533
 
6.4%
0.206919062
 
6.2%
0.034515380
 
5.0%
0.17249185
 
3.0%
0.27597895
 
2.6%
0.24144165
 
1.4%
0.34482066
 
0.7%
0.31032049
 
0.7%
Other values (275)16385
 
5.3%
(Missing)154828
50.3%
ValueCountFrequency (%)
0323
0.1%
0.00551
 
< 0.1%
0.00862
 
< 0.1%
0.01141
 
< 0.1%
0.01727
 
< 0.1%
ValueCountFrequency (%)
1153
< 0.1%
0.965525
 
< 0.1%
0.93121
 
< 0.1%
0.896652
 
< 0.1%
0.862114
 
< 0.1%

FLOORSMAX_AVG
Real number (ℝ≥0)

MISSING

Distinct403
Distinct (%)0.3%
Missing153020
Missing (%)49.8%
Infinite0
Infinite (%)0.0%
Mean0.226281907
Minimum0
Maximum1
Zeros2938
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.1667
median0.1667
Q30.3333
95-th percentile0.4792
Maximum1
Range1
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviation0.1446406995
Coefficient of variation (CV)0.6392057652
Kurtosis2.432545153
Mean0.226281907
Median Absolute Deviation (MAD)0.0834
Skewness1.226453556
Sum34958.5181
Variance0.02092093197
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.166761875
20.1%
0.333331909
 
10.4%
0.041714600
 
4.7%
0.3757926
 
2.6%
0.1256974
 
2.3%
0.08336586
 
2.1%
02938
 
1.0%
0.45832828
 
0.9%
0.6251915
 
0.6%
0.54171685
 
0.5%
Other values (393)15255
 
5.0%
(Missing)153020
49.8%
ValueCountFrequency (%)
02938
1.0%
0.00671
 
< 0.1%
0.00833
 
< 0.1%
0.014
 
< 0.1%
0.01045
 
< 0.1%
ValueCountFrequency (%)
1167
0.1%
0.97921
 
< 0.1%
0.958383
< 0.1%
0.94792
 
< 0.1%
0.93754
 
< 0.1%

FLOORSMIN_AVG
Real number (ℝ≥0)

MISSING

Distinct305
Distinct (%)0.3%
Missing208642
Missing (%)67.8%
Infinite0
Infinite (%)0.0%
Mean0.2318935005
Minimum0
Maximum1
Zeros2320
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.0833
median0.2083
Q30.375
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviation0.1613802888
Coefficient of variation (CV)0.6959241568
Kurtosis1.338255817
Mean0.2318935005
Median Absolute Deviation (MAD)0.1529
Skewness0.9541972815
Sum22927.0785
Variance0.02604359761
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.208332875
 
10.7%
0.37517845
 
5.8%
0.041717776
 
5.8%
0.08335086
 
1.7%
0.41673961
 
1.3%
0.16673537
 
1.2%
0.1253336
 
1.1%
02320
 
0.8%
0.51688
 
0.5%
0.66671194
 
0.4%
Other values (295)9251
 
3.0%
(Missing)208642
67.8%
ValueCountFrequency (%)
02320
0.8%
0.00673
 
< 0.1%
0.01043
 
< 0.1%
0.01381
 
< 0.1%
0.01584
 
< 0.1%
ValueCountFrequency (%)
1141
< 0.1%
0.97925
 
< 0.1%
0.958310
 
< 0.1%
0.94082
 
< 0.1%
0.93041
 
< 0.1%

LANDAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3527
Distinct (%)2.8%
Missing182590
Missing (%)59.4%
Infinite0
Infinite (%)0.0%
Mean0.06633318417
Minimum0
Maximum1
Zeros15600
Zeros (%)5.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0187
median0.0481
Q30.0856
95-th percentile0.1947
Maximum1
Range1
Interquartile range (IQR)0.0669

Descriptive statistics

Standard deviation0.0811836407
Coefficient of variation (CV)1.223876733
Kurtosis34.74479054
Mean0.06633318417
Median Absolute Deviation (MAD)0.0322
Skewness4.458676641
Sum8286.4077
Variance0.006590783518
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
015600
 
5.1%
0.0631189
 
0.1%
0.0316187
 
0.1%
0.0473186
 
0.1%
0.0174180
 
0.1%
0.0237175
 
0.1%
0.0552173
 
0.1%
0.0158170
 
0.1%
0.0331170
 
0.1%
0.0189165
 
0.1%
Other values (3517)107726
35.0%
(Missing)182590
59.4%
ValueCountFrequency (%)
015600
5.1%
0.000113
 
< 0.1%
0.000213
 
< 0.1%
0.00039
 
< 0.1%
0.000411
 
< 0.1%
ValueCountFrequency (%)
1135
< 0.1%
0.982910
 
< 0.1%
0.97773
 
< 0.1%
0.9691
 
< 0.1%
0.94971
 
< 0.1%

LIVINGAPARTMENTS_AVG
Real number (ℝ≥0)

MISSING

Distinct1868
Distinct (%)1.9%
Missing210199
Missing (%)68.4%
Infinite0
Infinite (%)0.0%
Mean0.100774775
Minimum0
Maximum1
Zeros418
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0101
Q10.0504
median0.0756
Q30.121
95-th percentile0.2723
Maximum1
Range1
Interquartile range (IQR)0.0706

Descriptive statistics

Standard deviation0.09257613396
Coefficient of variation (CV)0.9186439167
Kurtosis16.49063
Mean0.100774775
Median Absolute Deviation (MAD)0.0328
Skewness3.042198061
Sum9806.5949
Variance0.008570340579
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.05044272
 
1.4%
0.06724231
 
1.4%
0.07562778
 
0.9%
0.05882586
 
0.8%
0.08411864
 
0.6%
0.1211793
 
0.6%
0.00671695
 
0.6%
0.06051492
 
0.5%
0.10091456
 
0.5%
0.01341447
 
0.5%
Other values (1858)73698
 
24.0%
(Missing)210199
68.4%
ValueCountFrequency (%)
0418
0.1%
0.0008117
 
< 0.1%
0.00131
 
< 0.1%
0.0017250
0.1%
0.00212
 
< 0.1%
ValueCountFrequency (%)
192
< 0.1%
0.99943
 
< 0.1%
0.99013
 
< 0.1%
0.96412
 
< 0.1%
0.9494
 
< 0.1%

LIVINGAREA_AVG
Real number (ℝ≥0)

MISSING

Distinct5199
Distinct (%)3.4%
Missing154350
Missing (%)50.2%
Infinite0
Infinite (%)0.0%
Mean0.1073990193
Minimum0
Maximum1
Zeros284
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0082
Q10.0453
median0.0745
Q30.1299
95-th percentile0.3205
Maximum1
Range1
Interquartile range (IQR)0.0846

Descriptive statistics

Standard deviation0.1105645232
Coefficient of variation (CV)1.029474234
Kurtosis12.3311742
Mean0.1073990193
Median Absolute Deviation (MAD)0.0389
Skewness2.854736446
Sum16449.3412
Variance0.01222451379
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0284
 
0.1%
0.0512243
 
0.1%
0.0702223
 
0.1%
0.051223
 
0.1%
0.0509221
 
0.1%
0.0538220
 
0.1%
0.0638215
 
0.1%
0.0513210
 
0.1%
0.0511209
 
0.1%
0.0626205
 
0.1%
Other values (5189)150908
49.1%
(Missing)154350
50.2%
ValueCountFrequency (%)
0284
0.1%
0.00014
 
< 0.1%
0.00028
 
< 0.1%
0.000310
 
< 0.1%
0.000414
 
< 0.1%
ValueCountFrequency (%)
1150
< 0.1%
0.99841
 
< 0.1%
0.99781
 
< 0.1%
0.98931
 
< 0.1%
0.9861
 
< 0.1%

NONLIVINGAPARTMENTS_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct386
Distinct (%)0.4%
Missing213514
Missing (%)69.4%
Infinite0
Infinite (%)0.0%
Mean0.008808672617
Minimum0
Maximum1
Zeros54549
Zeros (%)17.7%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile0.0309
Maximum1
Range1
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviation0.04773166205
Coefficient of variation (CV)5.418712231
Kurtosis284.7303365
Mean0.008808672617
Median Absolute Deviation (MAD)0
Skewness15.54118548
Sum827.9888
Variance0.002278311562
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
054549
 
17.7%
0.003913606
 
4.4%
0.00776351
 
2.1%
0.01163714
 
1.2%
0.01542533
 
0.8%
0.01931673
 
0.5%
0.00191250
 
0.4%
0.02321195
 
0.4%
0.027865
 
0.3%
0.0309717
 
0.2%
Other values (376)7544
 
2.5%
(Missing)213514
69.4%
ValueCountFrequency (%)
054549
17.7%
0.00021
 
< 0.1%
0.00035
 
< 0.1%
0.000425
 
< 0.1%
0.00056
 
< 0.1%
ValueCountFrequency (%)
197
< 0.1%
0.99612
 
< 0.1%
0.99234
 
< 0.1%
0.98841
 
< 0.1%
0.9733
 
< 0.1%

NONLIVINGAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3290
Distinct (%)2.4%
Missing169682
Missing (%)55.2%
Infinite0
Infinite (%)0.0%
Mean0.02835775708
Minimum0
Maximum1
Zeros58735
Zeros (%)19.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0036
Q30.0277
95-th percentile0.1279
Maximum1
Range1
Interquartile range (IQR)0.0277

Descriptive statistics

Standard deviation0.06952318332
Coefficient of variation (CV)2.451646057
Kurtosis64.91241641
Mean0.02835775708
Median Absolute Deviation (MAD)0.0036
Skewness6.559011647
Sum3908.5213
Variance0.004833473019
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
058735
 
19.1%
0.0012546
 
0.2%
0.0044454
 
0.1%
0.0022440
 
0.1%
0.0031415
 
0.1%
0.001405
 
0.1%
0.0011405
 
0.1%
0.0036399
 
0.1%
0.003397
 
0.1%
0.0024395
 
0.1%
Other values (3280)75238
24.5%
(Missing)169682
55.2%
ValueCountFrequency (%)
058735
19.1%
0.0001163
 
0.1%
0.0002107
 
< 0.1%
0.000395
 
< 0.1%
0.0004162
 
0.1%
ValueCountFrequency (%)
1136
< 0.1%
0.99561
 
< 0.1%
0.98231
 
< 0.1%
0.97641
 
< 0.1%
0.95912
 
< 0.1%

APARTMENTS_MODE
Real number (ℝ≥0)

MISSING

Distinct760
Distinct (%)0.5%
Missing156061
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean0.1142310069
Minimum0
Maximum1
Zeros976
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0084
Q10.0525
median0.084
Q30.1439
95-th percentile0.3193
Maximum1
Range1
Interquartile range (IQR)0.0914

Descriptive statistics

Standard deviation0.1079360391
Coefficient of variation (CV)0.9448926521
Kurtosis11.74605563
Mean0.1142310069
Median Absolute Deviation (MAD)0.0421
Skewness2.703051654
Sum17300.286
Variance0.01165018853
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0847522
 
2.4%
0.0637451
 
2.4%
0.09454757
 
1.5%
0.07354388
 
1.4%
0.00843970
 
1.3%
0.01683324
 
1.1%
0.1053116
 
1.0%
0.15133039
 
1.0%
0.01263034
 
1.0%
0.07562973
 
1.0%
Other values (750)107876
35.1%
(Missing)156061
50.7%
ValueCountFrequency (%)
0976
0.3%
0.0011285
 
0.1%
0.00211006
0.3%
0.0032431
0.1%
0.00421069
0.3%
ValueCountFrequency (%)
1150
< 0.1%
0.99891
 
< 0.1%
0.99471
 
< 0.1%
0.98841
 
< 0.1%
0.98531
 
< 0.1%

BASEMENTAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3841
Distinct (%)3.0%
Missing179943
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean0.08754321225
Minimum0
Maximum1
Zeros16598
Zeros (%)5.4%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0407
median0.0746
Q30.1124
95-th percentile0.2277
Maximum1
Range1
Interquartile range (IQR)0.0717

Descriptive statistics

Standard deviation0.08430717487
Coefficient of variation (CV)0.963034971
Kurtosis24.43118634
Mean0.08754321225
Median Absolute Deviation (MAD)0.0358
Skewness3.481532853
Sum11167.7125
Variance0.007107699734
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
016598
 
5.4%
0.0566269
 
0.1%
0.0849265
 
0.1%
0.0642253
 
0.1%
0.083251
 
0.1%
0.1132243
 
0.1%
0.0792241
 
0.1%
0.0826238
 
0.1%
0.0679222
 
0.1%
0.0755215
 
0.1%
Other values (3831)108773
35.4%
(Missing)179943
58.5%
ValueCountFrequency (%)
016598
5.4%
0.0001105
 
< 0.1%
0.000241
 
< 0.1%
0.000310
 
< 0.1%
0.000433
 
< 0.1%
ValueCountFrequency (%)
1133
< 0.1%
0.9912
 
< 0.1%
0.98422
 
< 0.1%
0.97874
 
< 0.1%
0.95781
 
< 0.1%

YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ≥0)

MISSING

Distinct221
Distinct (%)0.1%
Missing150007
Missing (%)48.8%
Infinite0
Infinite (%)0.0%
Mean0.9770653729
Minimum0
Maximum1
Zeros142
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.9682
Q10.9767
median0.9816
Q30.9866
95-th percentile0.996
Maximum1
Range1
Interquartile range (IQR)0.0099

Descriptive statistics

Standard deviation0.06457543708
Coefficient of variation (CV)0.06609121444
Kurtosis219.9627658
Mean0.9770653729
Median Absolute Deviation (MAD)0.005
Skewness-14.75531784
Sum153891.7045
Variance0.004169987074
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.98714291
 
1.4%
0.98664173
 
1.4%
0.98614167
 
1.4%
0.98014110
 
1.3%
0.98064083
 
1.3%
0.98564075
 
1.3%
0.98514016
 
1.3%
0.98163976
 
1.3%
0.97963974
 
1.3%
0.97913935
 
1.3%
Other values (211)116704
38.0%
(Missing)150007
48.8%
ValueCountFrequency (%)
0142
 
< 0.1%
0.0005525
0.2%
0.01841
 
< 0.1%
0.04521
 
< 0.1%
0.09731
 
< 0.1%
ValueCountFrequency (%)
1211
 
0.1%
0.9995702
0.2%
0.999915
0.3%
0.99851053
0.3%
0.9981065
0.3%

YEARS_BUILD_MODE
Real number (ℝ≥0)

MISSING

Distinct154
Distinct (%)0.1%
Missing204488
Missing (%)66.5%
Infinite0
Infinite (%)0.0%
Mean0.7596373227
Minimum0
Maximum1
Zeros103
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.608
Q10.6994
median0.7648
Q30.8236
95-th percentile0.9543
Maximum1
Range1
Interquartile range (IQR)0.1242

Descriptive statistics

Standard deviation0.1101110273
Coefficient of variation (CV)0.1449521029
Kurtosis4.764473709
Mean0.7596373227
Median Absolute Deviation (MAD)0.0653
Skewness-1.002304903
Sum78260.1159
Variance0.01212443834
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.83012960
 
1.0%
0.82362879
 
0.9%
0.73872789
 
0.9%
0.81712763
 
0.9%
0.81052755
 
0.9%
0.74522737
 
0.9%
0.83672711
 
0.9%
0.8042707
 
0.9%
0.75832704
 
0.9%
0.77792689
 
0.9%
Other values (144)75329
 
24.5%
(Missing)204488
66.5%
ValueCountFrequency (%)
0103
< 0.1%
0.00033
 
< 0.1%
0.01342
 
< 0.1%
0.01992
 
< 0.1%
0.02652
 
< 0.1%
ValueCountFrequency (%)
1183
 
0.1%
0.9935487
0.2%
0.9869653
0.2%
0.9804791
0.3%
0.9739779
0.3%

COMMONAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3128
Distinct (%)3.4%
Missing214865
Missing (%)69.9%
Infinite0
Infinite (%)0.0%
Mean0.04255313775
Minimum0
Maximum1
Zeros9690
Zeros (%)3.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0072
median0.019
Q30.049
95-th percentile0.1532
Maximum1
Range1
Interquartile range (IQR)0.0418

Descriptive statistics

Standard deviation0.07444452254
Coefficient of variation (CV)1.749448489
Kurtosis48.86099191
Mean0.04255313775
Median Absolute Deviation (MAD)0.0164
Skewness5.620589225
Sum3942.378
Variance0.005541986936
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
09690
 
3.2%
0.008546
 
0.2%
0.0079543
 
0.2%
0.0078518
 
0.2%
0.0081416
 
0.1%
0.0087397
 
0.1%
0.0014394
 
0.1%
0.007363
 
0.1%
0.0071341
 
0.1%
0.0012332
 
0.1%
Other values (3118)79106
 
25.7%
(Missing)214865
69.9%
ValueCountFrequency (%)
09690
3.2%
0.000160
 
< 0.1%
0.000252
 
< 0.1%
0.000368
 
< 0.1%
0.000463
 
< 0.1%
ValueCountFrequency (%)
189
< 0.1%
0.99972
 
< 0.1%
0.99231
 
< 0.1%
0.96891
 
< 0.1%
0.96391
 
< 0.1%

ELEVATORS_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct26
Distinct (%)< 0.1%
Missing163891
Missing (%)53.3%
Infinite0
Infinite (%)0.0%
Mean0.07448973611
Minimum0
Maximum1
Zeros89498
Zeros (%)29.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.1208
95-th percentile0.3222
Maximum1
Range1
Interquartile range (IQR)0.1208

Descriptive statistics

Standard deviation0.1322561442
Coefficient of variation (CV)1.775494868
Kurtosis8.597942866
Mean0.07448973611
Median Absolute Deviation (MAD)0
Skewness2.552281099
Sum10698.2159
Variance0.01749168767
MonotonicityNot monotonic
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
089498
29.1%
0.080611629
 
3.8%
0.16119675
 
3.1%
0.24176379
 
2.1%
0.12085734
 
1.9%
0.04034876
 
1.6%
0.20143962
 
1.3%
0.32222887
 
0.9%
0.2822135
 
0.7%
0.40281554
 
0.5%
Other values (16)5291
 
1.7%
(Missing)163891
53.3%
ValueCountFrequency (%)
089498
29.1%
0.04034876
 
1.6%
0.080611629
 
3.8%
0.12085734
 
1.9%
0.16119675
 
3.1%
ValueCountFrequency (%)
1144
< 0.1%
0.966787
< 0.1%
0.926420
 
< 0.1%
0.886266
< 0.1%
0.845934
 
< 0.1%

ENTRANCES_MODE
Real number (ℝ≥0)

MISSING

Distinct30
Distinct (%)< 0.1%
Missing154828
Missing (%)50.3%
Infinite0
Infinite (%)0.0%
Mean0.1451926586
Minimum0
Maximum1
Zeros387
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0345
Q10.069
median0.1379
Q30.2069
95-th percentile0.3103
Maximum1
Range1
Interquartile range (IQR)0.1379

Descriptive statistics

Standard deviation0.1009769882
Coefficient of variation (CV)0.6954689659
Kurtosis11.42245778
Mean0.1451926586
Median Absolute Deviation (MAD)0.0689
Skewness2.392343316
Sum22168.4507
Variance0.01019635214
MonotonicityNot monotonic
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
0.137936041
 
11.7%
0.06926704
 
8.7%
0.103420533
 
6.7%
0.206919678
 
6.4%
0.034519428
 
6.3%
0.17248986
 
2.9%
0.27598036
 
2.6%
0.24144013
 
1.3%
0.34482046
 
0.7%
0.31032014
 
0.7%
Other values (20)5204
 
1.7%
(Missing)154828
50.3%
ValueCountFrequency (%)
0387
 
0.1%
0.034519428
6.3%
0.06926704
8.7%
0.103420533
6.7%
0.137936041
11.7%
ValueCountFrequency (%)
1152
< 0.1%
0.965525
 
< 0.1%
0.93121
 
< 0.1%
0.896652
 
< 0.1%
0.862114
 
< 0.1%

FLOORSMAX_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct25
Distinct (%)< 0.1%
Missing153020
Missing (%)49.8%
Infinite0
Infinite (%)0.0%
Mean0.2223150475
Minimum0
Maximum1
Zeros3415
Zeros (%)1.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.1667
median0.1667
Q30.3333
95-th percentile0.4583
Maximum1
Range1
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviation0.1437094066
Coefficient of variation (CV)0.6464223103
Kurtosis2.535687486
Mean0.2223150475
Median Absolute Deviation (MAD)0.0834
Skewness1.2443425
Sum34345.674
Variance0.02065239354
MonotonicityNot monotonic
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0.166765550
21.3%
0.333334373
 
11.2%
0.041715616
 
5.1%
0.3758321
 
2.7%
0.1257267
 
2.4%
0.08336785
 
2.2%
03415
 
1.1%
0.45833216
 
1.0%
0.6252075
 
0.7%
0.54171836
 
0.6%
Other values (15)6037
 
2.0%
(Missing)153020
49.8%
ValueCountFrequency (%)
03415
 
1.1%
0.041715616
 
5.1%
0.08336785
 
2.2%
0.1257267
 
2.4%
0.166765550
21.3%
ValueCountFrequency (%)
1164
0.1%
0.958394
< 0.1%
0.916738
 
< 0.1%
0.875229
0.1%
0.833322
 
< 0.1%

FLOORSMIN_MODE
Real number (ℝ≥0)

MISSING

Distinct25
Distinct (%)< 0.1%
Missing208642
Missing (%)67.8%
Infinite0
Infinite (%)0.0%
Mean0.2280584926
Minimum0
Maximum1
Zeros2517
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.0833
median0.2083
Q30.375
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviation0.1611597715
Coefficient of variation (CV)0.7066598121
Kurtosis1.35372559
Mean0.2280584926
Median Absolute Deviation (MAD)0.1666
Skewness0.963834755
Sum22547.9151
Variance0.02597247195
MonotonicityNot monotonic
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
0.208334403
 
11.2%
0.37519042
 
6.2%
0.041718917
 
6.2%
0.08335349
 
1.7%
0.41674105
 
1.3%
0.16673636
 
1.2%
0.1253170
 
1.0%
02517
 
0.8%
0.51889
 
0.6%
0.66671264
 
0.4%
Other values (15)4577
 
1.5%
(Missing)208642
67.8%
ValueCountFrequency (%)
02517
 
0.8%
0.041718917
6.2%
0.08335349
 
1.7%
0.1253170
 
1.0%
0.16673636
 
1.2%
ValueCountFrequency (%)
1141
< 0.1%
0.958317
 
< 0.1%
0.9167131
< 0.1%
0.8759
 
< 0.1%
0.833322
 
< 0.1%

LANDAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3563
Distinct (%)2.9%
Missing182590
Missing (%)59.4%
Infinite0
Infinite (%)0.0%
Mean0.06495768446
Minimum0
Maximum1
Zeros17453
Zeros (%)5.7%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0166
median0.0458
Q30.0841
95-th percentile0.1956
Maximum1
Range1
Interquartile range (IQR)0.0675

Descriptive statistics

Standard deviation0.08175027781
Coefficient of variation (CV)1.258515886
Kurtosis33.2732701
Mean0.06495768446
Median Absolute Deviation (MAD)0.032
Skewness4.37702655
Sum8114.5789
Variance0.006683107922
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
017453
 
5.7%
0.0194208
 
0.1%
0.0645193
 
0.1%
0.0484192
 
0.1%
0.0323188
 
0.1%
0.0147178
 
0.1%
0.0111175
 
0.1%
0.0144175
 
0.1%
0.0258173
 
0.1%
0.0242172
 
0.1%
Other values (3553)105814
34.4%
(Missing)182590
59.4%
ValueCountFrequency (%)
017453
5.7%
0.000124
 
< 0.1%
0.000214
 
< 0.1%
0.00036
 
< 0.1%
0.000414
 
< 0.1%
ValueCountFrequency (%)
1129
< 0.1%
0.99111
 
< 0.1%
0.97141
 
< 0.1%
0.96652
 
< 0.1%
0.95873
 
< 0.1%

LIVINGAPARTMENTS_MODE
Real number (ℝ≥0)

MISSING

Distinct736
Distinct (%)0.8%
Missing210199
Missing (%)68.4%
Infinite0
Infinite (%)0.0%
Mean0.1056448567
Minimum0
Maximum1
Zeros519
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.011
Q10.0542
median0.0771
Q30.1313
95-th percentile0.2948
Maximum1
Range1
Interquartile range (IQR)0.0771

Descriptive statistics

Standard deviation0.09788044658
Coefficient of variation (CV)0.9265046079
Kurtosis14.22499394
Mean0.1056448567
Median Absolute Deviation (MAD)0.0339
Skewness2.902671829
Sum10280.5123
Variance0.009580581822
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.05514931
 
1.6%
0.07354797
 
1.6%
0.08262966
 
1.0%
0.06432853
 
0.9%
0.09182069
 
0.7%
0.13221972
 
0.6%
0.06611930
 
0.6%
0.00731883
 
0.6%
0.01471585
 
0.5%
0.05881519
 
0.5%
Other values (726)70807
 
23.0%
(Missing)210199
68.4%
ValueCountFrequency (%)
0519
0.2%
0.0009156
 
0.1%
0.0018295
0.1%
0.0028146
 
< 0.1%
0.0037413
0.1%
ValueCountFrequency (%)
194
< 0.1%
0.98261
 
< 0.1%
0.98162
 
< 0.1%
0.9781
 
< 0.1%
0.97611
 
< 0.1%

LIVINGAREA_MODE
Real number (ℝ≥0)

MISSING

Distinct5301
Distinct (%)3.5%
Missing154350
Missing (%)50.2%
Infinite0
Infinite (%)0.0%
Mean0.1059750504
Minimum0
Maximum1
Zeros444
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0079
Q10.0427
median0.0731
Q30.1252
95-th percentile0.323
Maximum1
Range1
Interquartile range (IQR)0.0825

Descriptive statistics

Standard deviation0.1118452659
Coefficient of variation (CV)1.055392429
Kurtosis12.45906186
Mean0.1059750504
Median Absolute Deviation (MAD)0.0391
Skewness2.902491127
Sum16231.2447
Variance0.0125093635
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0444
 
0.1%
0.053272
 
0.1%
0.0532262
 
0.1%
0.0529249
 
0.1%
0.0533242
 
0.1%
0.0561224
 
0.1%
0.0656224
 
0.1%
0.0734223
 
0.1%
0.0536222
 
0.1%
0.0525220
 
0.1%
Other values (5291)150579
49.0%
(Missing)154350
50.2%
ValueCountFrequency (%)
0444
0.1%
0.00017
 
< 0.1%
0.00027
 
< 0.1%
0.000316
 
< 0.1%
0.000424
 
< 0.1%
ValueCountFrequency (%)
1150
< 0.1%
0.9953
 
< 0.1%
0.992213
 
< 0.1%
0.98862
 
< 0.1%
0.98681
 
< 0.1%

NONLIVINGAPARTMENTS_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct167
Distinct (%)0.2%
Missing213514
Missing (%)69.4%
Infinite0
Infinite (%)0.0%
Mean0.008076387544
Minimum0
Maximum1
Zeros59255
Zeros (%)19.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile0.0272
Maximum1
Range1
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviation0.04627626622
Coefficient of variation (CV)5.729822395
Kurtosis309.7269475
Mean0.008076387544
Median Absolute Deviation (MAD)0
Skewness16.25181924
Sum759.1562
Variance0.002141492815
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
059255
 
19.3%
0.003914105
 
4.6%
0.00786413
 
2.1%
0.01173675
 
1.2%
0.01562492
 
0.8%
0.01951653
 
0.5%
0.02331177
 
0.4%
0.0272840
 
0.3%
0.0311711
 
0.2%
0.035527
 
0.2%
Other values (157)3149
 
1.0%
(Missing)213514
69.4%
ValueCountFrequency (%)
059255
19.3%
0.003914105
 
4.6%
0.00786413
 
2.1%
0.01173675
 
1.2%
0.01562492
 
0.8%
ValueCountFrequency (%)
1100
< 0.1%
0.99611
 
< 0.1%
0.98053
 
< 0.1%
0.9652
 
< 0.1%
0.95332
 
< 0.1%

NONLIVINGAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3327
Distinct (%)2.4%
Missing169682
Missing (%)55.2%
Infinite0
Infinite (%)0.0%
Mean0.02702231969
Minimum0
Maximum1
Zeros67126
Zeros (%)21.8%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0011
Q30.0231
95-th percentile0.1294
Maximum1
Range1
Interquartile range (IQR)0.0231

Descriptive statistics

Standard deviation0.07025385904
Coefficient of variation (CV)2.599845604
Kurtosis63.35707261
Mean0.02702231969
Median Absolute Deviation (MAD)0.0011
Skewness6.522450899
Sum3724.4593
Variance0.004935604711
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
067126
 
21.8%
0.0011477
 
0.2%
0.0046466
 
0.2%
0.0033430
 
0.1%
0.0012427
 
0.1%
0.0023426
 
0.1%
0.0013410
 
0.1%
0.003370
 
0.1%
0.0055363
 
0.1%
0.0037357
 
0.1%
Other values (3317)66977
 
21.8%
(Missing)169682
55.2%
ValueCountFrequency (%)
067126
21.8%
0.0001123
 
< 0.1%
0.0002125
 
< 0.1%
0.000361
 
< 0.1%
0.000490
 
< 0.1%
ValueCountFrequency (%)
1135
< 0.1%
0.98781
 
< 0.1%
0.98521
 
< 0.1%
0.9845
 
< 0.1%
0.97521
 
< 0.1%

APARTMENTS_MEDI
Real number (ℝ≥0)

MISSING

Distinct1148
Distinct (%)0.8%
Missing156061
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean0.1178499208
Minimum0
Maximum1
Zeros771
Zeros (%)0.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0083
Q10.0583
median0.0864
Q30.1489
95-th percentile0.33
Maximum1
Range1
Interquartile range (IQR)0.0906

Descriptive statistics

Standard deviation0.109075906
Coefficient of variation (CV)0.9255492519
Kurtosis11.24218957
Mean0.1178499208
Median Absolute Deviation (MAD)0.0437
Skewness2.639255507
Sum17848.3705
Variance0.01189755327
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.08337109
 
2.3%
0.06256687
 
2.2%
0.09374622
 
1.5%
0.07294211
 
1.4%
0.00833562
 
1.2%
0.01673098
 
1.0%
0.10413097
 
1.0%
0.14992992
 
1.0%
0.01252801
 
0.9%
0.07492559
 
0.8%
Other values (1138)110712
36.0%
(Missing)156061
50.7%
ValueCountFrequency (%)
0771
0.3%
0.001199
 
0.1%
0.00166
 
< 0.1%
0.0021808
0.3%
0.002613
 
< 0.1%
ValueCountFrequency (%)
1142
< 0.1%
0.99931
 
< 0.1%
0.99727
 
< 0.1%
0.9919
 
< 0.1%
0.98991
 
< 0.1%

BASEMENTAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3772
Distinct (%)3.0%
Missing179943
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean0.08795485467
Minimum0
Maximum1
Zeros14991
Zeros (%)4.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0437
median0.0758
Q30.1116
95-th percentile0.2231
Maximum1
Range1
Interquartile range (IQR)0.0679

Descriptive statistics

Standard deviation0.08217874951
Coefficient of variation (CV)0.9343287511
Kurtosis25.82976083
Mean0.08795485467
Median Absolute Deviation (MAD)0.034
Skewness3.553039527
Sum11220.2249
Variance0.006753346872
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
014991
 
4.9%
0.0818271
 
0.1%
0.1091266
 
0.1%
0.0545265
 
0.1%
0.0727248
 
0.1%
0.0796246
 
0.1%
0.08240
 
0.1%
0.0805234
 
0.1%
0.0655221
 
0.1%
0.0797209
 
0.1%
Other values (3762)110377
35.9%
(Missing)179943
58.5%
ValueCountFrequency (%)
014991
4.9%
0.0001106
 
< 0.1%
0.000239
 
< 0.1%
0.00038
 
< 0.1%
0.000431
 
< 0.1%
ValueCountFrequency (%)
1130
< 0.1%
0.99451
 
< 0.1%
0.96942
 
< 0.1%
0.96821
 
< 0.1%
0.96771
 
< 0.1%

YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ≥0)

MISSING

Distinct245
Distinct (%)0.2%
Missing150007
Missing (%)48.8%
Infinite0
Infinite (%)0.0%
Mean0.9777522641
Minimum0
Maximum1
Zeros548
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.9687
Q10.9767
median0.9816
Q30.9866
95-th percentile0.996
Maximum1
Range1
Interquartile range (IQR)0.0099

Descriptive statistics

Standard deviation0.05989731851
Coefficient of variation (CV)0.0612602197
Kurtosis248.396522
Mean0.9777522641
Median Absolute Deviation (MAD)0.005
Skewness-15.57312427
Sum153999.8926
Variance0.003587688764
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.98714314
 
1.4%
0.98614247
 
1.4%
0.98564199
 
1.4%
0.98664138
 
1.3%
0.98014115
 
1.3%
0.98064069
 
1.3%
0.98514032
 
1.3%
0.97963963
 
1.3%
0.98763948
 
1.3%
0.98163930
 
1.3%
Other values (235)116549
37.9%
(Missing)150007
48.8%
ValueCountFrequency (%)
0548
0.2%
0.01791
 
< 0.1%
0.04471
 
< 0.1%
0.09691
 
< 0.1%
0.09741
 
< 0.1%
ValueCountFrequency (%)
1206
 
0.1%
0.9995717
0.2%
0.999926
0.3%
0.99851073
0.3%
0.9981114
0.4%

YEARS_BUILD_MEDI
Real number (ℝ≥0)

MISSING

Distinct151
Distinct (%)0.1%
Missing204488
Missing (%)66.5%
Infinite0
Infinite (%)0.0%
Mean0.7557462722
Minimum0
Maximum1
Zeros101
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.5975
Q10.6914
median0.7585
Q30.8256
95-th percentile0.953
Maximum1
Range1
Interquartile range (IQR)0.1342

Descriptive statistics

Standard deviation0.1120663096
Coefficient of variation (CV)0.1482856268
Kurtosis4.468810703
Mean0.7557462722
Median Absolute Deviation (MAD)0.0671
Skewness-0.9627843225
Sum77859.2482
Variance0.01255885776
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.82562994
 
1.0%
0.81892883
 
0.9%
0.80542842
 
0.9%
0.73162799
 
0.9%
0.81212784
 
0.9%
0.83232740
 
0.9%
0.73832739
 
0.9%
0.79872700
 
0.9%
0.75182687
 
0.9%
0.77192686
 
0.9%
Other values (141)75169
 
24.4%
(Missing)204488
66.5%
ValueCountFrequency (%)
0101
< 0.1%
0.00032
 
< 0.1%
0.00711
 
< 0.1%
0.01382
 
< 0.1%
0.02053
 
< 0.1%
ValueCountFrequency (%)
1182
 
0.1%
0.9933494
0.2%
0.9866665
0.2%
0.9799802
0.3%
0.9732819
0.3%

COMMONAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3202
Distinct (%)3.5%
Missing214865
Missing (%)69.9%
Infinite0
Infinite (%)0.0%
Mean0.04459510179
Minimum0
Maximum1
Zeros8691
Zeros (%)2.8%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0079
median0.0208
Q30.0513
95-th percentile0.1609
Maximum1
Range1
Interquartile range (IQR)0.0434

Descriptive statistics

Standard deviation0.07614426224
Coefficient of variation (CV)1.707457976
Kurtosis45.26358612
Mean0.04459510179
Median Absolute Deviation (MAD)0.0172
Skewness5.419238452
Sum4131.5578
Variance0.005797948672
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08691
 
2.8%
0.0079581
 
0.2%
0.008486
 
0.2%
0.0078481
 
0.2%
0.0014377
 
0.1%
0.0086376
 
0.1%
0.0081337
 
0.1%
0.0071336
 
0.1%
0.0087309
 
0.1%
0.0012308
 
0.1%
Other values (3192)80364
 
26.1%
(Missing)214865
69.9%
ValueCountFrequency (%)
08691
2.8%
0.000157
 
< 0.1%
0.000249
 
< 0.1%
0.000373
 
< 0.1%
0.000463
 
< 0.1%
ValueCountFrequency (%)
190
< 0.1%
0.99692
 
< 0.1%
0.98961
 
< 0.1%
0.96621
 
< 0.1%
0.96131
 
< 0.1%

ELEVATORS_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct46
Distinct (%)< 0.1%
Missing163891
Missing (%)53.3%
Infinite0
Infinite (%)0.0%
Mean0.07807784431
Minimum0
Maximum1
Zeros87026
Zeros (%)28.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.12
95-th percentile0.36
Maximum1
Range1
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.1344671477
Coefficient of variation (CV)1.722219009
Kurtosis7.963978005
Mean0.07807784431
Median Absolute Deviation (MAD)0
Skewness2.457824084
Sum11213.54
Variance0.01808141381
MonotonicityNot monotonic
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%)
087026
28.3%
0.0810832
 
3.5%
0.169278
 
3.0%
0.246392
 
2.1%
0.125946
 
1.9%
0.044852
 
1.6%
0.24162
 
1.4%
0.322937
 
1.0%
0.282317
 
0.8%
0.41604
 
0.5%
Other values (36)8274
 
2.7%
(Missing)163891
53.3%
ValueCountFrequency (%)
087026
28.3%
0.02368
 
0.1%
0.044852
 
1.6%
0.06388
 
0.1%
0.0810832
 
3.5%
ValueCountFrequency (%)
1158
0.1%
0.9681
< 0.1%
0.9220
 
< 0.1%
0.96
 
< 0.1%
0.8868
< 0.1%

ENTRANCES_MEDI
Real number (ℝ≥0)

MISSING

Distinct46
Distinct (%)< 0.1%
Missing154828
Missing (%)50.3%
Infinite0
Infinite (%)0.0%
Mean0.1492127807
Minimum0
Maximum1
Zeros329
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0345
Q10.069
median0.1379
Q30.2069
95-th percentile0.3103
Maximum1
Range1
Interquartile range (IQR)0.1379

Descriptive statistics

Standard deviation0.1003683945
Coefficient of variation (CV)0.6726527983
Kurtosis11.47406674
Mean0.1492127807
Median Absolute Deviation (MAD)0.0689
Skewness2.387710998
Sum22782.255
Variance0.01007381461
MonotonicityNot monotonic
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%)
0.137935535
 
11.6%
0.06924193
 
7.9%
0.103420492
 
6.7%
0.206919750
 
6.4%
0.034516150
 
5.3%
0.17249566
 
3.1%
0.27598048
 
2.6%
0.24144318
 
1.4%
0.34482108
 
0.7%
0.31032086
 
0.7%
Other values (36)10437
 
3.4%
(Missing)154828
50.3%
ValueCountFrequency (%)
0329
 
0.1%
0.01727
 
< 0.1%
0.034516150
5.3%
0.0517611
 
0.2%
0.06924193
7.9%
ValueCountFrequency (%)
1153
< 0.1%
0.965525
 
< 0.1%
0.93121
 
< 0.1%
0.896652
 
< 0.1%
0.862114
 
< 0.1%

FLOORSMAX_MEDI
Real number (ℝ≥0)

MISSING

Distinct49
Distinct (%)< 0.1%
Missing153020
Missing (%)49.8%
Infinite0
Infinite (%)0.0%
Mean0.2258965901
Minimum0
Maximum1
Zeros2995
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.1667
median0.1667
Q30.3333
95-th percentile0.4792
Maximum1
Range1
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviation0.1450670259
Coefficient of variation (CV)0.6421833365
Kurtosis2.468554651
Mean0.2258965901
Median Absolute Deviation (MAD)0.0834
Skewness1.240185498
Sum34898.9901
Variance0.02104444201
MonotonicityNot monotonic
Histogram with fixed size bins (bins=49)
ValueCountFrequency (%)
0.166763607
20.7%
0.333333279
 
10.8%
0.041714832
 
4.8%
0.3758207
 
2.7%
0.1257079
 
2.3%
0.08336657
 
2.2%
0.45833089
 
1.0%
02995
 
1.0%
0.6252042
 
0.7%
0.54171860
 
0.6%
Other values (39)10844
 
3.5%
(Missing)153020
49.8%
ValueCountFrequency (%)
02995
 
1.0%
0.0208126
 
< 0.1%
0.041714832
4.8%
0.0625132
 
< 0.1%
0.08336657
2.2%
ValueCountFrequency (%)
1170
0.1%
0.97921
 
< 0.1%
0.958395
< 0.1%
0.93754
 
< 0.1%
0.916737
 
< 0.1%

FLOORSMIN_MEDI
Real number (ℝ≥0)

MISSING

Distinct47
Distinct (%)< 0.1%
Missing208642
Missing (%)67.8%
Infinite0
Infinite (%)0.0%
Mean0.231624938
Minimum0
Maximum1
Zeros2351
Zeros (%)0.8%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.0833
median0.2083
Q30.375
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviation0.1619335415
Coefficient of variation (CV)0.699119632
Kurtosis1.346573933
Mean0.231624938
Median Absolute Deviation (MAD)0.1666
Skewness0.960226455
Sum22900.526
Variance0.02622247185
MonotonicityNot monotonic
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
0.208333737
 
11.0%
0.37518538
 
6.0%
0.041718090
 
5.9%
0.08335131
 
1.7%
0.41674068
 
1.3%
0.16673570
 
1.2%
0.1253373
 
1.1%
02351
 
0.8%
0.51835
 
0.6%
0.66671261
 
0.4%
Other values (37)6915
 
2.2%
(Missing)208642
67.8%
ValueCountFrequency (%)
02351
 
0.8%
0.020850
 
< 0.1%
0.041718090
5.9%
0.062551
 
< 0.1%
0.08335131
 
1.7%
ValueCountFrequency (%)
1147
< 0.1%
0.97925
 
< 0.1%
0.958314
 
< 0.1%
0.9167130
< 0.1%
0.87516
 
< 0.1%

LANDAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3560
Distinct (%)2.8%
Missing182590
Missing (%)59.4%
Infinite0
Infinite (%)0.0%
Mean0.06716874905
Minimum0
Maximum1
Zeros15919
Zeros (%)5.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0187
median0.0487
Q30.0868
95-th percentile0.1976
Maximum1
Range1
Interquartile range (IQR)0.0681

Descriptive statistics

Standard deviation0.08216701028
Coefficient of variation (CV)1.223292252
Kurtosis33.23797701
Mean0.06716874905
Median Absolute Deviation (MAD)0.0327
Skewness4.368292319
Sum8390.7873
Variance0.006751417578
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
015919
 
5.2%
0.0193197
 
0.1%
0.0642194
 
0.1%
0.0482186
 
0.1%
0.0143180
 
0.1%
0.0161180
 
0.1%
0.0803179
 
0.1%
0.0241177
 
0.1%
0.0321176
 
0.1%
0.0178175
 
0.1%
Other values (3550)107358
34.9%
(Missing)182590
59.4%
ValueCountFrequency (%)
015919
5.2%
0.000114
 
< 0.1%
0.000213
 
< 0.1%
0.00037
 
< 0.1%
0.000411
 
< 0.1%
ValueCountFrequency (%)
1135
< 0.1%
0.99473
 
< 0.1%
0.98581
 
< 0.1%
0.96621
 
< 0.1%
0.96142
 
< 0.1%

LIVINGAPARTMENTS_MEDI
Real number (ℝ≥0)

MISSING

Distinct1097
Distinct (%)1.1%
Missing210199
Missing (%)68.4%
Infinite0
Infinite (%)0.0%
Mean0.1019544732
Minimum0
Maximum1
Zeros433
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0103
Q10.0513
median0.0761
Q30.1231
95-th percentile0.277
Maximum1
Range1
Interquartile range (IQR)0.0718

Descriptive statistics

Standard deviation0.09364233271
Coefficient of variation (CV)0.9184720369
Kurtosis15.6970531
Mean0.1019544732
Median Absolute Deviation (MAD)0.0334
Skewness2.988291445
Sum9921.3937
Variance0.008768886476
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.05134500
 
1.5%
0.06844497
 
1.5%
0.0772926
 
1.0%
0.05992708
 
0.9%
0.08552014
 
0.7%
0.12311921
 
0.6%
0.00681715
 
0.6%
0.06161691
 
0.5%
0.10261517
 
0.5%
0.01371487
 
0.5%
Other values (1087)72336
 
23.5%
(Missing)210199
68.4%
ValueCountFrequency (%)
0433
0.1%
0.0009117
 
< 0.1%
0.00131
 
< 0.1%
0.0017254
0.1%
0.00212
 
< 0.1%
ValueCountFrequency (%)
191
< 0.1%
0.98082
 
< 0.1%
0.96544
 
< 0.1%
0.95095
 
< 0.1%
0.93125
 
< 0.1%

LIVINGAREA_MEDI
Real number (ℝ≥0)

MISSING

Distinct5281
Distinct (%)3.4%
Missing154350
Missing (%)50.2%
Infinite0
Infinite (%)0.0%
Mean0.108606736
Minimum0
Maximum1
Zeros299
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0083
Q10.0457
median0.0749
Q30.1303
95-th percentile0.3255
Maximum1
Range1
Interquartile range (IQR)0.0846

Descriptive statistics

Standard deviation0.1122602587
Coefficient of variation (CV)1.033639927
Kurtosis12.13856123
Mean0.108606736
Median Absolute Deviation (MAD)0.0394
Skewness2.848935371
Sum16634.3163
Variance0.01260236568
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0299
 
0.1%
0.0548239
 
0.1%
0.0518234
 
0.1%
0.052233
 
0.1%
0.0521232
 
0.1%
0.0522225
 
0.1%
0.0519217
 
0.1%
0.0513217
 
0.1%
0.0717212
 
0.1%
0.0888212
 
0.1%
Other values (5271)150841
49.1%
(Missing)154350
50.2%
ValueCountFrequency (%)
0299
0.1%
0.00014
 
< 0.1%
0.00028
 
< 0.1%
0.000310
 
< 0.1%
0.000414
 
< 0.1%
ValueCountFrequency (%)
1149
< 0.1%
0.99881
 
< 0.1%
0.9961
 
< 0.1%
0.99318
 
< 0.1%
0.99192
 
< 0.1%

NONLIVINGAPARTMENTS_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct214
Distinct (%)0.2%
Missing213514
Missing (%)69.4%
Infinite0
Infinite (%)0.0%
Mean0.00865101333
Minimum0
Maximum1
Zeros56097
Zeros (%)18.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile0.0311
Maximum1
Range1
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviation0.04741472791
Coefficient of variation (CV)5.480829366
Kurtosis289.4924548
Mean0.00865101333
Median Absolute Deviation (MAD)0
Skewness15.67199516
Sum813.1693
Variance0.002248156423
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
056097
 
18.2%
0.003914126
 
4.6%
0.00786493
 
2.1%
0.01163788
 
1.2%
0.01552557
 
0.8%
0.01941696
 
0.6%
0.00191286
 
0.4%
0.02331202
 
0.4%
0.0272864
 
0.3%
0.0311731
 
0.2%
Other values (204)5157
 
1.7%
(Missing)213514
69.4%
ValueCountFrequency (%)
056097
18.2%
0.00191286
 
0.4%
0.003914126
 
4.6%
0.0058515
 
0.2%
0.00786493
 
2.1%
ValueCountFrequency (%)
197
< 0.1%
0.99764
 
< 0.1%
0.99381
 
< 0.1%
0.97823
 
< 0.1%
0.96272
 
< 0.1%

NONLIVINGAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct3323
Distinct (%)2.4%
Missing169682
Missing (%)55.2%
Infinite0
Infinite (%)0.0%
Mean0.0282359206
Minimum0
Maximum1
Zeros60954
Zeros (%)19.8%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0031
Q30.0266
95-th percentile0.1295
Maximum1
Range1
Interquartile range (IQR)0.0266

Descriptive statistics

Standard deviation0.07016648151
Coefficient of variation (CV)2.48500775
Kurtosis63.65403519
Mean0.0282359206
Median Absolute Deviation (MAD)0.0031
Skewness6.508830983
Sum3891.7287
Variance0.004923335127
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
060954
 
19.8%
0.0012539
 
0.2%
0.0022478
 
0.2%
0.0037456
 
0.1%
0.0044431
 
0.1%
0.0011421
 
0.1%
0.0043415
 
0.1%
0.0031407
 
0.1%
0.001401
 
0.1%
0.0029387
 
0.1%
Other values (3313)72940
23.7%
(Missing)169682
55.2%
ValueCountFrequency (%)
060954
19.8%
0.0001154
 
0.1%
0.000281
 
< 0.1%
0.000386
 
< 0.1%
0.0004147
 
< 0.1%
ValueCountFrequency (%)
1134
< 0.1%
0.99691
 
< 0.1%
0.97922
 
< 0.1%
0.97891
 
< 0.1%
0.97595
 
< 0.1%

FONDKAPREMONT_MODE
Categorical

MISSING

Distinct4
Distinct (%)< 0.1%
Missing210295
Missing (%)68.4%
Memory size2.3 MiB
reg oper account
73830 
reg oper spec account
12080 
not specified
 
5687
org spec account
 
5619

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowreg oper account
2nd rowreg oper account
3rd rowreg oper account
4th rowreg oper account
5th rowreg oper account

Common Values

ValueCountFrequency (%)
reg oper account73830
 
24.0%
reg oper spec account12080
 
3.9%
not specified5687
 
1.8%
org spec account5619
 
1.8%
(Missing)210295
68.4%

Category Frequency Plot

HOUSETYPE_MODE
Categorical

MISSING

Distinct3
Distinct (%)< 0.1%
Missing154297
Missing (%)50.2%
Memory size2.3 MiB
block of flats
150503 
specific housing
 
1499
terraced house
 
1212

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowblock of flats
2nd rowblock of flats
3rd rowblock of flats
4th rowblock of flats
5th rowblock of flats

Common Values

ValueCountFrequency (%)
block of flats150503
48.9%
specific housing1499
 
0.5%
terraced house1212
 
0.4%
(Missing)154297
50.2%

Category Frequency Plot

TOTALAREA_MODE
Real number (ℝ≥0)

MISSING

Distinct5116
Distinct (%)3.2%
Missing148431
Missing (%)48.3%
Infinite0
Infinite (%)0.0%
Mean0.1025466627
Minimum0
Maximum1
Zeros582
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0067
Q10.0412
median0.0688
Q30.1276
95-th percentile0.3092
Maximum1
Range1
Interquartile range (IQR)0.0864

Descriptive statistics

Standard deviation0.1074623241
Coefficient of variation (CV)1.04793585
Kurtosis12.16752998
Mean0.1025466627
Median Absolute Deviation (MAD)0.0375
Skewness2.79757152
Sum16313.1231
Variance0.01154815111
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0582
 
0.2%
0.057247
 
0.1%
0.0547230
 
0.1%
0.0548227
 
0.1%
0.055227
 
0.1%
0.0555227
 
0.1%
0.0551225
 
0.1%
0.0573220
 
0.1%
0.0554220
 
0.1%
0.0566219
 
0.1%
Other values (5106)156456
50.9%
(Missing)148431
48.3%
ValueCountFrequency (%)
0582
0.2%
0.000110
 
< 0.1%
0.00024
 
< 0.1%
0.000324
 
< 0.1%
0.000418
 
< 0.1%
ValueCountFrequency (%)
1155
0.1%
0.99731
 
< 0.1%
0.99311
 
< 0.1%
0.9921
 
< 0.1%
0.9792
 
< 0.1%

WALLSMATERIAL_MODE
Categorical

MISSING

Distinct7
Distinct (%)< 0.1%
Missing156341
Missing (%)50.8%
Memory size2.3 MiB
Panel
66040 
Stone, brick
64815 
Block
9253 
Wooden
 
5362
Mixed
 
2296
Other values (2)
 
3404

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowStone, brick
2nd rowBlock
3rd rowPanel
4th rowPanel
5th rowStone, brick

Common Values

ValueCountFrequency (%)
Panel66040
21.5%
Stone, brick64815
21.1%
Block9253
 
3.0%
Wooden5362
 
1.7%
Mixed2296
 
0.7%
Monolithic1779
 
0.6%
Others1625
 
0.5%
(Missing)156341
50.8%

Category Frequency Plot

EMERGENCYSTATE_MODE
Categorical

MISSING

Distinct2
Distinct (%)< 0.1%
Missing145755
Missing (%)47.4%
Memory size2.3 MiB
No
159428 
Yes
 
2328

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowNo
3rd rowNo
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No159428
51.8%
Yes2328
 
0.8%
(Missing)145755
47.4%

Category Frequency Plot

OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct33
Distinct (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean1.422245424
Minimum0
Maximum348
Zeros163910
Zeros (%)53.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile6
Maximum348
Range348
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.400988746
Coefficient of variation (CV)1.688167672
Kurtosis1424.815552
Mean1.422245424
Median Absolute Deviation (MAD)0
Skewness12.13959776
Sum435904
Variance5.764746959
MonotonicityNot monotonic
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0163910
53.3%
148783
 
15.9%
229808
 
9.7%
320322
 
6.6%
414143
 
4.6%
59553
 
3.1%
66453
 
2.1%
74390
 
1.4%
82967
 
1.0%
92003
 
0.7%
Other values (23)4158
 
1.4%
ValueCountFrequency (%)
0163910
53.3%
148783
 
15.9%
229808
 
9.7%
320322
 
6.6%
414143
 
4.6%
ValueCountFrequency (%)
3481
< 0.1%
471
< 0.1%
302
< 0.1%
291
< 0.1%
281
< 0.1%

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct10
Distinct (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean0.1434206663
Minimum0
Maximum34
Zeros271324
Zeros (%)88.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum34
Range34
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4466984294
Coefficient of variation (CV)3.114602944
Kurtosis126.3124449
Mean0.1434206663
Median Absolute Deviation (MAD)0
Skewness5.183517952
Sum43957
Variance0.1995394868
MonotonicityNot monotonic
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0271324
88.2%
128328
 
9.2%
25323
 
1.7%
31192
 
0.4%
4253
 
0.1%
556
 
< 0.1%
611
 
< 0.1%
71
 
< 0.1%
341
 
< 0.1%
81
 
< 0.1%
(Missing)1021
 
0.3%
ValueCountFrequency (%)
0271324
88.2%
128328
 
9.2%
25323
 
1.7%
31192
 
0.4%
4253
 
0.1%
ValueCountFrequency (%)
341
 
< 0.1%
81
 
< 0.1%
71
 
< 0.1%
611
 
< 0.1%
556
< 0.1%

OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct33
Distinct (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean1.405292179
Minimum0
Maximum344
Zeros164666
Zeros (%)53.5%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile6
Maximum344
Range344
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.379803352
Coefficient of variation (CV)1.693458049
Kurtosis1409.704557
Mean1.405292179
Median Absolute Deviation (MAD)0
Skewness12.0708287
Sum430708
Variance5.663463994
MonotonicityNot monotonic
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0164666
53.5%
148870
 
15.9%
229766
 
9.7%
320215
 
6.6%
413946
 
4.5%
59463
 
3.1%
66349
 
2.1%
74344
 
1.4%
82886
 
0.9%
91959
 
0.6%
Other values (23)4026
 
1.3%
ValueCountFrequency (%)
0164666
53.5%
148870
 
15.9%
229766
 
9.7%
320215
 
6.6%
413946
 
4.5%
ValueCountFrequency (%)
3441
< 0.1%
471
< 0.1%
301
< 0.1%
292
< 0.1%
281
< 0.1%

DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct9
Distinct (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean0.1000489412
Minimum0
Maximum24
Zeros280721
Zeros (%)91.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum24
Range24
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.362290804
Coefficient of variation (CV)3.621135811
Kurtosis86.56285559
Mean0.1000489412
Median Absolute Deviation (MAD)0
Skewness5.277878293
Sum30664
Variance0.1312546266
MonotonicityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0280721
91.3%
121841
 
7.1%
23170
 
1.0%
3598
 
0.2%
4135
 
< 0.1%
520
 
< 0.1%
63
 
< 0.1%
71
 
< 0.1%
241
 
< 0.1%
(Missing)1021
 
0.3%
ValueCountFrequency (%)
0280721
91.3%
121841
 
7.1%
23170
 
1.0%
3598
 
0.2%
4135
 
< 0.1%
ValueCountFrequency (%)
241
 
< 0.1%
71
 
< 0.1%
63
 
< 0.1%
520
 
< 0.1%
4135
< 0.1%

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

ZEROS

Distinct3773
Distinct (%)1.2%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-962.8587883
Minimum-4292
Maximum0
Zeros37672
Zeros (%)12.3%
Negative269838
Negative (%)87.7%
Memory size2.3 MiB

Quantile statistics

Minimum-4292
5-th percentile-2522
Q1-1570
median-757
Q3-274
95-th percentile0
Maximum0
Range4292
Interquartile range (IQR)1296

Descriptive statistics

Standard deviation826.808487
Coefficient of variation (CV)-0.858701709
Kurtosis-0.3085799414
Mean-962.8587883
Median Absolute Deviation (MAD)627
Skewness-0.7136056679
Sum-296088706
Variance683612.2742
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
037672
 
12.3%
-12812
 
0.9%
-22318
 
0.8%
-31763
 
0.6%
-41285
 
0.4%
-5824
 
0.3%
-6537
 
0.2%
-7442
 
0.1%
-8278
 
0.1%
-476222
 
0.1%
Other values (3763)259357
84.3%
ValueCountFrequency (%)
-42921
< 0.1%
-41851
< 0.1%
-41731
< 0.1%
-41531
< 0.1%
-41311
< 0.1%
ValueCountFrequency (%)
037672
12.3%
-12812
 
0.9%
-22318
 
0.8%
-31763
 
0.6%
-41285
 
0.4%

FLAG_DOCUMENT_2
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.227491049 × 10-5
Minimum0
Maximum1
Zeros307498
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.006501789045
Coefficient of variation (CV)153.7978193
Kurtosis23650.07691
Mean4.227491049 × 10-5
Median Absolute Deviation (MAD)0
Skewness153.7918174
Sum13
Variance4.227326079 × 10-5
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307498
> 99.9%
113
 
< 0.1%
ValueCountFrequency (%)
0307498
> 99.9%
113
 
< 0.1%
ValueCountFrequency (%)
113
 
< 0.1%
0307498
> 99.9%

FLAG_DOCUMENT_3
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.7100233813
Minimum0
Maximum1
Zeros89171
Zeros (%)29.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.4537519684
Coefficient of variation (CV)0.6390662342
Kurtosis-1.143040848
Mean0.7100233813
Median Absolute Deviation (MAD)0
Skewness-0.9257248975
Sum218340
Variance0.2058908489
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
1218340
71.0%
089171
29.0%
ValueCountFrequency (%)
089171
29.0%
1218340
71.0%
ValueCountFrequency (%)
1218340
71.0%
089171
29.0%

FLAG_DOCUMENT_4
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.129790479 × 10-5
Minimum0
Maximum1
Zeros307486
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.009016183217
Coefficient of variation (CV)110.9030207
Kurtosis12295.64002
Mean8.129790479 × 10-5
Median Absolute Deviation (MAD)0
Skewness110.8943644
Sum25
Variance8.129155979 × 10-5
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307486
> 99.9%
125
 
< 0.1%
ValueCountFrequency (%)
0307486
> 99.9%
125
 
< 0.1%
ValueCountFrequency (%)
125
 
< 0.1%
0307486
> 99.9%

FLAG_DOCUMENT_5
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.01511490646
Minimum0
Maximum1
Zeros302863
Zeros (%)98.5%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1220102228
Coefficient of variation (CV)8.072178491
Kurtosis61.17621478
Mean0.01511490646
Median Absolute Deviation (MAD)0
Skewness7.94832164
Sum4648
Variance0.01488649447
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0302863
98.5%
14648
 
1.5%
ValueCountFrequency (%)
0302863
98.5%
14648
 
1.5%
ValueCountFrequency (%)
14648
 
1.5%
0302863
98.5%

FLAG_DOCUMENT_6
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.08805538664
Minimum0
Maximum1
Zeros280433
Zeros (%)91.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2833758929
Coefficient of variation (CV)3.218155114
Kurtosis6.453170922
Mean0.08805538664
Median Absolute Deviation (MAD)0
Skewness2.907426517
Sum27078
Variance0.08030189666
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0280433
91.2%
127078
 
8.8%
ValueCountFrequency (%)
0280433
91.2%
127078
 
8.8%
ValueCountFrequency (%)
127078
 
8.8%
0280433
91.2%

FLAG_DOCUMENT_7
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0001918630553
Minimum0
Maximum1
Zeros307452
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01385015768
Coefficient of variation (CV)72.18772606
Kurtosis5207.135724
Mean0.0001918630553
Median Absolute Deviation (MAD)0
Skewness72.17410795
Sum59
Variance0.0001918268677
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307452
> 99.9%
159
 
< 0.1%
ValueCountFrequency (%)
0307452
> 99.9%
159
 
< 0.1%
ValueCountFrequency (%)
159
 
< 0.1%
0307452
> 99.9%

FLAG_DOCUMENT_8
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.08137595078
Minimum0
Maximum1
Zeros282487
Zeros (%)91.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2734120489
Coefficient of variation (CV)3.359863035
Kurtosis7.377366974
Mean0.08137595078
Median Absolute Deviation (MAD)0
Skewness3.062240845
Sum25024
Variance0.07475414851
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0282487
91.9%
125024
 
8.1%
ValueCountFrequency (%)
0282487
91.9%
125024
 
8.1%
ValueCountFrequency (%)
125024
 
8.1%
0282487
91.9%

FLAG_DOCUMENT_9
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.003895795598
Minimum0
Maximum1
Zeros306313
Zeros (%)99.6%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0622947108
Coefficient of variation (CV)15.99024108
Kurtosis251.6950013
Mean0.003895795598
Median Absolute Deviation (MAD)0
Skewness15.92775453
Sum1198
Variance0.003880630994
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0306313
99.6%
11198
 
0.4%
ValueCountFrequency (%)
0306313
99.6%
11198
 
0.4%
ValueCountFrequency (%)
11198
 
0.4%
0306313
99.6%

FLAG_DOCUMENT_10
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.276341334 × 10-5
Minimum0
Maximum1
Zeros307504
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.004771055354
Coefficient of variation (CV)209.5931433
Kurtosis43925.85711
Mean2.276341334 × 10-5
Median Absolute Deviation (MAD)0
Skewness209.5890537
Sum7
Variance2.276296919 × 10-5
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307504
> 99.9%
17
 
< 0.1%
ValueCountFrequency (%)
0307504
> 99.9%
17
 
< 0.1%
ValueCountFrequency (%)
17
 
< 0.1%
0307504
> 99.9%

FLAG_DOCUMENT_11
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.003912055179
Minimum0
Maximum1
Zeros306308
Zeros (%)99.6%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.06242406327
Coefficient of variation (CV)15.95684632
Kurtosis250.6281384
Mean0.003912055179
Median Absolute Deviation (MAD)0
Skewness15.89422878
Sum1203
Variance0.003896763675
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0306308
99.6%
11203
 
0.4%
ValueCountFrequency (%)
0306308
99.6%
11203
 
0.4%
ValueCountFrequency (%)
11203
 
0.4%
0306308
99.6%

FLAG_DOCUMENT_12
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.503832383 × 10-6
Minimum0
Maximum1
Zeros307509
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.002550257092
Coefficient of variation (CV)392.1160542
Kurtosis153753
Mean6.503832383 × 10-6
Median Absolute Deviation (MAD)0
Skewness392.1147791
Sum2
Variance6.503811233 × 10-6
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307509
> 99.9%
12
 
< 0.1%
ValueCountFrequency (%)
0307509
> 99.9%
12
 
< 0.1%
ValueCountFrequency (%)
12
 
< 0.1%
0307509
> 99.9%

FLAG_DOCUMENT_13
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.003525077152
Minimum0
Maximum1
Zeros306427
Zeros (%)99.6%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05926771807
Coefficient of variation (CV)16.81316905
Kurtosis278.6898227
Mean0.003525077152
Median Absolute Deviation (MAD)0
Skewness16.75374615
Sum1084
Variance0.003512662406
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0306427
99.6%
11084
 
0.4%
ValueCountFrequency (%)
0306427
99.6%
11084
 
0.4%
ValueCountFrequency (%)
11084
 
0.4%
0306427
99.6%

FLAG_DOCUMENT_14
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.002936480321
Minimum0
Maximum1
Zeros306608
Zeros (%)99.7%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05410976738
Coefficient of variation (CV)18.42674272
Kurtosis335.5521636
Mean0.002936480321
Median Absolute Deviation (MAD)0
Skewness18.37253334
Sum903
Variance0.002927866926
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0306608
99.7%
1903
 
0.3%
ValueCountFrequency (%)
0306608
99.7%
1903
 
0.3%
ValueCountFrequency (%)
1903
 
0.3%
0306608
99.7%

FLAG_DOCUMENT_15
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.001209712823
Minimum0
Maximum1
Zeros307139
Zeros (%)99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.03475993883
Coefficient of variation (CV)28.7340418
Kurtosis821.6570635
Mean0.001209712823
Median Absolute Deviation (MAD)0
Skewness28.69933309
Sum372
Variance0.001208253347
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307139
99.9%
1372
 
0.1%
ValueCountFrequency (%)
0307139
99.9%
1372
 
0.1%
ValueCountFrequency (%)
1372
 
0.1%
0307139
99.9%

FLAG_DOCUMENT_16
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.009928100133
Minimum0
Maximum1
Zeros304458
Zeros (%)99.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.09914416234
Coefficient of variation (CV)9.986217001
Kurtosis95.73580948
Mean0.009928100133
Median Absolute Deviation (MAD)0
Skewness9.886110804
Sum3053
Variance0.009829564926
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0304458
99.0%
13053
 
1.0%
ValueCountFrequency (%)
0304458
99.0%
13053
 
1.0%
ValueCountFrequency (%)
13053
 
1.0%
0304458
99.0%

FLAG_DOCUMENT_17
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0002666571277
Minimum0
Maximum1
Zeros307429
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01632748874
Coefficient of variation (CV)61.23027305
Kurtosis3745.195328
Mean0.0002666571277
Median Absolute Deviation (MAD)0
Skewness61.21414027
Sum82
Variance0.0002665868886
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307429
> 99.9%
182
 
< 0.1%
ValueCountFrequency (%)
0307429
> 99.9%
182
 
< 0.1%
ValueCountFrequency (%)
182
 
< 0.1%
0307429
> 99.9%

FLAG_DOCUMENT_18
Real number (ℝ≥0)

ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.008129790479
Minimum0
Maximum1
Zeros305011
Zeros (%)99.2%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08979823611
Coefficient of variation (CV)11.04557815
Kurtosis118.0145348
Mean0.008129790479
Median Absolute Deviation (MAD)0
Skewness10.95507952
Sum2500
Variance0.008063723208
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0305011
99.2%
12500
 
0.8%
ValueCountFrequency (%)
0305011
99.2%
12500
 
0.8%
ValueCountFrequency (%)
12500
 
0.8%
0305011
99.2%

FLAG_DOCUMENT_19
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0005951006631
Minimum0
Maximum1
Zeros307328
Zeros (%)99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02438746507
Coefficient of variation (CV)40.98040311
Kurtosis1675.415835
Mean0.0005951006631
Median Absolute Deviation (MAD)0
Skewness40.95613431
Sum183
Variance0.0005947484523
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307328
99.9%
1183
 
0.1%
ValueCountFrequency (%)
0307328
99.9%
1183
 
0.1%
ValueCountFrequency (%)
1183
 
0.1%
0307328
99.9%

FLAG_DOCUMENT_20
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0005072989259
Minimum0
Maximum1
Zeros307355
Zeros (%)99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02251762027
Coefficient of variation (CV)44.38728158
Kurtosis1966.256856
Mean0.0005072989259
Median Absolute Deviation (MAD)0
Skewness44.3648968
Sum156
Variance0.0005070432226
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307355
99.9%
1156
 
0.1%
ValueCountFrequency (%)
0307355
99.9%
1156
 
0.1%
ValueCountFrequency (%)
1156
 
0.1%
0307355
99.9%

FLAG_DOCUMENT_21
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0003349473677
Minimum0
Maximum1
Zeros307408
Zeros (%)> 99.9%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01829853182
Coefficient of variation (CV)54.63106621
Kurtosis2980.592507
Mean0.0003349473677
Median Absolute Deviation (MAD)0
Skewness54.61293914
Sum103
Variance0.0003348362669
MonotonicityNot monotonic
Histogram with fixed size bins (bins=2)
ValueCountFrequency (%)
0307408
> 99.9%
1103
 
< 0.1%
ValueCountFrequency (%)
0307408
> 99.9%
1103
 
< 0.1%
ValueCountFrequency (%)
1103
 
< 0.1%
0307408
> 99.9%

AMT_REQ_CREDIT_BUREAU_HOUR
Real number (ℝ≥0)

MISSING
ZEROS

Distinct5
Distinct (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.006402448194
Minimum0
Maximum4
Zeros264366
Zeros (%)86.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum4
Range4
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08384912845
Coefficient of variation (CV)13.09641654
Kurtosis254.2436197
Mean0.006402448194
Median Absolute Deviation (MAD)0
Skewness14.53406206
Sum1703
Variance0.007030676341
MonotonicityNot monotonic
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%)
0264366
86.0%
11560
 
0.5%
256
 
< 0.1%
39
 
< 0.1%
41
 
< 0.1%
(Missing)41519
 
13.5%
ValueCountFrequency (%)
0264366
86.0%
11560
 
0.5%
256
 
< 0.1%
39
 
< 0.1%
41
 
< 0.1%
ValueCountFrequency (%)
41
 
< 0.1%
39
 
< 0.1%
256
 
< 0.1%
11560
 
0.5%
0264366
86.0%

AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct9
Distinct (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.007000210533
Minimum0
Maximum9
Zeros264503
Zeros (%)86.0%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum9
Range9
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1107574063
Coefficient of variation (CV)15.82201075
Kurtosis1151.867594
Mean0.007000210533
Median Absolute Deviation (MAD)0
Skewness27.04350471
Sum1862
Variance0.01226720306
MonotonicityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0264503
86.0%
11292
 
0.4%
2106
 
< 0.1%
345
 
< 0.1%
426
 
< 0.1%
59
 
< 0.1%
68
 
< 0.1%
92
 
< 0.1%
81
 
< 0.1%
(Missing)41519
 
13.5%
ValueCountFrequency (%)
0264503
86.0%
11292
 
0.4%
2106
 
< 0.1%
345
 
< 0.1%
426
 
< 0.1%
ValueCountFrequency (%)
92
 
< 0.1%
81
 
< 0.1%
68
 
< 0.1%
59
 
< 0.1%
426
< 0.1%

AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ≥0)

MISSING
ZEROS

Distinct9
Distinct (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.0343619357
Minimum0
Maximum8
Zeros257456
Zeros (%)83.7%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2046848758
Coefficient of variation (CV)5.956732985
Kurtosis166.75223
Mean0.0343619357
Median Absolute Deviation (MAD)0
Skewness9.293572552
Sum9140
Variance0.04189589839
MonotonicityNot monotonic
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0257456
83.7%
18208
 
2.7%
2199
 
0.1%
358
 
< 0.1%
434
 
< 0.1%
620
 
< 0.1%
510
 
< 0.1%
85
 
< 0.1%
72
 
< 0.1%
(Missing)41519
 
13.5%
ValueCountFrequency (%)
0257456
83.7%
18208
 
2.7%
2199
 
0.1%
358
 
< 0.1%
434
 
< 0.1%
ValueCountFrequency (%)
85
 
< 0.1%
72
 
< 0.1%
620
< 0.1%
510
 
< 0.1%
434
< 0.1%

AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ≥0)

MISSING
ZEROS

Distinct24
Distinct (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.26739526
Minimum0
Maximum27
Zeros222233
Zeros (%)72.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum27
Range27
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.9160023962
Coefficient of variation (CV)3.425649341
Kurtosis90.4348572
Mean0.26739526
Median Absolute Deviation (MAD)0
Skewness7.804848087
Sum71125
Variance0.8390603898
MonotonicityNot monotonic
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0222233
72.3%
133147
 
10.8%
25386
 
1.8%
31991
 
0.6%
41076
 
0.3%
5602
 
0.2%
6343
 
0.1%
7298
 
0.1%
9206
 
0.1%
8185
 
0.1%
Other values (14)525
 
0.2%
(Missing)41519
 
13.5%
ValueCountFrequency (%)
0222233
72.3%
133147
 
10.8%
25386
 
1.8%
31991
 
0.6%
41076
 
0.3%
ValueCountFrequency (%)
271
 
< 0.1%
241
 
< 0.1%
231
 
< 0.1%
221
 
< 0.1%
193
< 0.1%

AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct11
Distinct (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.2654741496
Minimum0
Maximum261
Zeros215417
Zeros (%)70.1%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum261
Range261
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7940556483
Coefficient of variation (CV)2.991084629
Kurtosis43707.46475
Mean0.2654741496
Median Absolute Deviation (MAD)0
Skewness134.365776
Sum70614
Variance0.6305243726
MonotonicityNot monotonic
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0215417
70.1%
133862
 
11.0%
214412
 
4.7%
31717
 
0.6%
4476
 
0.2%
564
 
< 0.1%
628
 
< 0.1%
87
 
< 0.1%
77
 
< 0.1%
2611
 
< 0.1%
(Missing)41519
 
13.5%
ValueCountFrequency (%)
0215417
70.1%
133862
 
11.0%
214412
 
4.7%
31717
 
0.6%
4476
 
0.2%
ValueCountFrequency (%)
2611
 
< 0.1%
191
 
< 0.1%
87
 
< 0.1%
77
 
< 0.1%
628
< 0.1%

AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ≥0)

MISSING
ZEROS

Distinct25
Distinct (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean1.899974435
Minimum0
Maximum25
Zeros71801
Zeros (%)23.3%
Negative0
Negative (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile6
Maximum25
Range25
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.869294998
Coefficient of variation (CV)0.9838527106
Kurtosis1.969034037
Mean1.899974435
Median Absolute Deviation (MAD)1
Skewness1.243590004
Sum505378
Variance3.49426379
MonotonicityNot monotonic
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
071801
23.3%
163405
20.6%
250192
16.3%
333628
10.9%
420714
 
6.7%
512052
 
3.9%
66967
 
2.3%
73869
 
1.3%
82127
 
0.7%
91096
 
0.4%
Other values (15)141
 
< 0.1%
(Missing)41519
13.5%
ValueCountFrequency (%)
071801
23.3%
163405
20.6%
250192
16.3%
333628
10.9%
420714
 
6.7%
ValueCountFrequency (%)
251
< 0.1%
231
< 0.1%
221
< 0.1%
211
< 0.1%
201
< 0.1%